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Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1002
Learning Operators with Coupled Attention
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #243
Single Model Uncertainty Estimation via Stochastic Data Centering
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #101
A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #103
Retaining Knowledge for Learning with Dynamic Definition
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #105
Amortized Inference for Causal Structure Learning
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OpenReview]
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Topia]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #107
Multi-Game Decision Transformers
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #108
NS3: Neuro-symbolic Semantic Code Search
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #109
NeMF: Neural Motion Fields for Kinematic Animation
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #110
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #111
Towards Safe Reinforcement Learning with a Safety Editor Policy
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #112
A Solver-free Framework for Scalable Learning in Neural ILP Architectures
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #113
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #114
Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #115
Concrete Score Matching: Generalized Score Matching for Discrete Data
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #116
Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #117
NOMAD: Nonlinear Manifold Decoders for Operator Learning
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #118
Modeling Human Exploration Through Resource-Rational Reinforcement Learning
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #119
Hierarchical classification at multiple operating points
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #120
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #121
Sparsity in Continuous-Depth Neural Networks
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #122
Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #123
Diagonal State Spaces are as Effective as Structured State Spaces
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #124
UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #125
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #126
Cluster and Aggregate: Face Recognition with Large Probe Set
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #127
Reinforcement Learning with Automated Auxiliary Loss Search
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #128
Distribution-Informed Neural Networks for Domain Adaptation Regression
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #129
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #130
Association Graph Learning for Multi-Task Classification with Category Shifts
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #131
Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #133
OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #134
Grow and Merge: A Unified Framework for Continuous Categories Discovery
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #135
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #136
Meta-Complementing the Semantics of Short Texts in Neural Topic Models
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #137
Learning Equivariant Segmentation with Instance-Unique Querying
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #138
DivBO: Diversity-aware CASH for Ensemble Learning
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #139
Towards Efficient Post-training Quantization of Pre-trained Language Models
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #140
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #141
How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #142
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #242
A Neural Corpus Indexer for Document Retrieval
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #241
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #240
ElasticMVS: Learning elastic part representation for self-supervised multi-view stereopsis
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #239
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #238
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #237
MaskTune: Mitigating Spurious Correlations by Forcing to Explore
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #236
Neuron with Steady Response Leads to Better Generalization
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #235
Invariance Learning based on Label Hierarchy
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #234
Bidirectional Learning for Offline Infinite-width Model-based Optimization
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #233
Energy-Based Contrastive Learning of Visual Representations
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #232
FR: Folded Rationalization with a Unified Encoder
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #231
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #230
Unsupervised Adaptation from Repeated Traversals for Autonomous Driving
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #229
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #228
Unsupervised Learning of Equivariant Structure from Sequences
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #227
An Analytical Theory of Curriculum Learning in Teacher-Student Networks
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #226
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #225
MAgNet: Mesh Agnostic Neural PDE Solver
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #224
Iterative Structural Inference of Directed Graphs
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #223
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #222
A Unifying Framework of Off-Policy General Value Function Evaluation
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #221
Langevin Autoencoders for Learning Deep Latent Variable Models
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #220
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #219
Your Transformer May Not be as Powerful as You Expect
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #218
GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #217
High-Order Pooling for Graph Neural Networks with Tensor Decomposition
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #216
TreeMoCo: Contrastive Neuron Morphology Representation Learning
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #215
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #214
TVLT: Textless Vision-Language Transformer
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #213
Molecule Generation by Principal Subgraph Mining and Assembling
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #212
AttCAT: Explaining Transformers via Attentive Class Activation Tokens
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #211
Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #210
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #209
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #208
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #207
Generalized Delayed Feedback Model with Post-Click Information in Recommender Systems
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #206
Phase Transition from Clean Training to Adversarial Training
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #205
On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #204
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #203
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #202
Watermarking for Out-of-distribution Detection
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #201
Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #200
InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #300
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #302
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #303
Recruitment Strategies That Take a Chance
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #304
Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #305
Physics-Informed Implicit Representations of Equilibrium Network Flows
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #306
Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #307
Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #308
A Boosting Approach to Reinforcement Learning
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #309
Active Learning with Neural Networks: Insights from Nonparametric Statistics
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #310
Optimal Scaling for Locally Balanced Proposals in Discrete Spaces
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #311
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #312
Effective Dimension in Bandit Problems under Censorship
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #313
Partial Identification of Treatment Effects with Implicit Generative Models
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OpenReview]
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #314
A Universal Error Measure for Input Predictions Applied to Online Graph Problems
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #315
Minimax Regret for Cascading Bandits
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #316
Defining and Characterizing Reward Gaming
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #317
Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #318
Non-convex online learning via algorithmic equivalence
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #319
Annihilation of Spurious Minima in Two-Layer ReLU Networks
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #320
On global convergence of ResNets: From finite to infinite width using linear parameterization
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #321
GULP: a prediction-based metric between representations
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #322
A Combinatorial Perspective on the Optimization of Shallow ReLU Networks
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #323
Learning sparse features can lead to overfitting in neural networks
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #324
Conformal Off-Policy Prediction in Contextual Bandits
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #325
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #326
Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #327
The Implicit Delta Method
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #328
Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #329
Archimedes Meets Privacy: On Privately Estimating Quantiles in High Dimensions Under Minimal Assumptions
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #330
Markovian Interference in Experiments
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #331
Whitening Convergence Rate of Coupling-based Normalizing Flows
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #332
When Does Differentially Private Learning Not Suffer in High Dimensions?
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #333
DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #335
Positive-Unlabeled Learning using Random Forests via Recursive Greedy Risk Minimization
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #336
Direct Advantage Estimation
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #337
Simplified Graph Convolution with Heterophily
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #338
GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #339
Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #340
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #341
Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #342
MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #442
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #441
Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #440
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #439
Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #438
Pure Transformers are Powerful Graph Learners
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #437
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #436
Bayesian Active Learning with Fully Bayesian Gaussian Processes
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #435
$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #434
Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #433
Sparse Gaussian Process Hyperparameters: Optimize or Integrate?
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #432
Detecting Abrupt Changes in Sequential Pairwise Comparison Data
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #431
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #430
Learning Fractional White Noises in Neural Stochastic Differential Equations
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Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #429
On the Frequency-bias of Coordinate-MLPs
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #428
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #427
GAUDI: A Neural Architect for Immersive 3D Scene Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #426
Learning Debiased Classifier with Biased Committee
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #425
PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #424
Recurrent Memory Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #423
Fast Vision Transformers with HiLo Attention
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #422
Dynamic Sparse Network for Time Series Classification: Learning What to “See”
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #421
Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #420
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #418
Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #417
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #416
Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #415
Unsupervised Learning From Incomplete Measurements for Inverse Problems
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #414
On the Double Descent of Random Features Models Trained with SGD
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #413
Generalization Properties of NAS under Activation and Skip Connection Search
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #412
Neur2SP: Neural Two-Stage Stochastic Programming
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #411
Receding Horizon Inverse Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #409
Interaction Modeling with Multiplex Attention
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #408
Measures of Information Reflect Memorization Patterns
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #407
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #406
Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #405
Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #404
Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #403
Proximal Learning With Opponent-Learning Awareness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #402
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization
[
Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #502
Joint Entropy Search For Maximally-Informed Bayesian Optimization
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #503
Can Push-forward Generative Models Fit Multimodal Distributions?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #504
Learning Interface Conditions in Domain Decomposition Solvers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #505
Chaotic Dynamics are Intrinsic to Neural Network Training with SGD
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #506
An In-depth Study of Stochastic Backpropagation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #507
Automatic Differentiation of Programs with Discrete Randomness
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #508
Weakly Supervised Representation Learning with Sparse Perturbations
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #509
Domain Generalization without Excess Empirical Risk
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #510
Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #511
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #512
Handcrafted Backdoors in Deep Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #513
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #514
Representing Spatial Trajectories as Distributions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #515
Exact Solutions of a Deep Linear Network
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #516
Systematic improvement of neural network quantum states using Lanczos
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #517
Score-Based Diffusion meets Annealed Importance Sampling
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #518
Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #519
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #520
Learning General World Models in a Handful of Reward-Free Deployments
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #521
LISA: Learning Interpretable Skill Abstractions from Language
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #522
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #523
Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #524
FourierNets enable the design of highly non-local optical encoders for computational imaging
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #525
Learning to Scaffold: Optimizing Model Explanations for Teaching
[
Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #526
SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #527
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #528
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #529
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #530
A Consolidated Cross-Validation Algorithm for Support Vector Machines via Data Reduction
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #531
RISE: Robust Individualized Decision Learning with Sensitive Variables
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #532
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #533
Tractable Optimality in Episodic Latent MABs
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #534
Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #535
Non-Gaussian Tensor Programs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #536
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #537
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #538
DP-PCA: Statistically Optimal and Differentially Private PCA
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #539
DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #540
Acceleration in Distributed Sparse Regression
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #541
Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #542
Chefs' Random Tables: Non-Trigonometric Random Features
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #641
Rapid Model Architecture Adaption for Meta-Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #640
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #639
Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #638
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #637
Implicit Warping for Animation with Image Sets
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #636
Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #635
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #634
Few-shot Image Generation via Adaptation-Aware Kernel Modulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #633
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #632
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #631
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #630
Locally Hierarchical Auto-Regressive Modeling for Image Generation
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #629
Deep Generative Model for Periodic Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #628
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #627
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #626
Egocentric Video-Language Pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #625
Learning Active Camera for Multi-Object Navigation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #624
Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #623
Assaying Out-Of-Distribution Generalization in Transfer Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #622
Not too little, not too much: a theoretical analysis of graph (over)smoothing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #621
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #620
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #619
GREED: A Neural Framework for Learning Graph Distance Functions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #618
Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #617
Does Momentum Change the Implicit Regularization on Separable Data?
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #616
Lower Bounds on Randomly Preconditioned Lasso via Robust Sparse Designs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #615
Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #614
Redundant representations help generalization in wide neural networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #613
Explainability Via Causal Self-Talk
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #612
Learn what matters: cross-domain imitation learning with task-relevant embeddings
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #611
Learning to Compare Nodes in Branch and Bound with Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #610
MoCoDA: Model-based Counterfactual Data Augmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #609
Subsidiary Prototype Alignment for Universal Domain Adaptation
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #608
A Fast Post-Training Pruning Framework for Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #607
Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #606
NeuPhysics: Editable Neural Geometry and Physics from Monocular Videos
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #605
Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #604
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #603
Power and limitations of single-qubit native quantum neural networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #602
SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #701
Heatmap Distribution Matching for Human Pose Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #702
Tensor Program Optimization with Probabilistic Programs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #703
Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #704
Benign Overfitting in Two-layer Convolutional Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #705
Task Discovery: Finding the Tasks that Neural Networks Generalize on
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #706
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #707
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #708
MORA: Improving Ensemble Robustness Evaluation with Model Reweighing Attack
[
Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #709
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #710
MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #711
Domain Adaptation under Open Set Label Shift
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #712
Lethal Dose Conjecture on Data Poisoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #713
Emergent Communication: Generalization and Overfitting in Lewis Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #714
Asymptotic Properties for Bayesian Neural Network in Besov Space
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #715
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #716
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #717
Multi-fidelity Monte Carlo: a pseudo-marginal approach
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #718
Near-Optimal Correlation Clustering with Privacy
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #719
Rethinking Variational Inference for Probabilistic Programs with Stochastic Support
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #720
Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #722
Positively Weighted Kernel Quadrature via Subsampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #723
On the non-universality of deep learning: quantifying the cost of symmetry
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #724
Globally Convergent Policy Search for Output Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #725
Optimistic Tree Searches for Combinatorial Black-Box Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #726
Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #727
IMED-RL: Regret optimal learning of ergodic Markov decision processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #728
Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits
[
Poster]
[
OpenReview]
[
Topia]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #729
KSD Aggregated Goodness-of-fit Test
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #730
Latent Hierarchical Causal Structure Discovery with Rank Constraints
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #731
In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #732
Explicit Tradeoffs between Adversarial and Natural Distributional Robustness
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #734
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #735
On Privacy and Personalization in Cross-Silo Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #736
Byzantine Spectral Ranking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #737
Learning to Follow Instructions in Text-Based Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #738
Convergent Representations of Computer Programs in Human and Artificial Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #739
Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #740
Matrix Multiplicative Weights Updates in Quantum Zero-Sum Games: Conservation Laws & Recurrence
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #741
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1001
Exploring the Whole Rashomon Set of Sparse Decision Trees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #842
A Classification of $G$-invariant Shallow Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #841
Polynomial time guarantees for the Burer-Monteiro method
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #840
A sharp NMF result with applications in network modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #839
Uncoupled Learning Dynamics with $O(\log T)$ Swap Regret in Multiplayer Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #838
Average Sensitivity of Euclidean k-Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #837
A gradient sampling method with complexity guarantees for Lipschitz functions in high and low dimensions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #836
Dynamic pricing and assortment under a contextual MNL demand
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #835
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #834
Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #833
Performative Power
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #831
Is Sortition Both Representative and Fair?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #830
Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #829
Nearly-Tight Bounds for Testing Histogram Distributions
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #828
Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #827
A consistently adaptive trust-region method
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #826
Single-pass Streaming Lower Bounds for Multi-armed Bandits Exploration with Instance-sensitive Sample Complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #825
On Infinite Separations Between Simple and Optimal Mechanisms
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #824
Near-Optimal Private and Scalable $k$-Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #823
Asymptotics of smoothed Wasserstein distances in the small noise regime
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #822
Finite-Sample Maximum Likelihood Estimation of Location
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #821
High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #820
Fast Distance Oracles for Any Symmetric Norm
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #819
Momentum Aggregation for Private Non-convex ERM
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #818
Differentially Private Generalized Linear Models Revisited
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #817
Thinking Outside the Ball: Optimal Learning with Gradient Descent for Generalized Linear Stochastic Convex Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #816
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #815
Optimal and Adaptive Monteiro-Svaiter Acceleration
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #814
Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #813
Falsification before Extrapolation in Causal Effect Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #812
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #811
Bezier Gaussian Processes for Tall and Wide Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #810
A Characterization of Semi-Supervised Adversarially Robust PAC Learnability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #809
Fairness in Federated Learning via Core-Stability
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #808
A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #807
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #806
Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #805
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #804
Iron: Private Inference on Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #803
Unsupervised Learning under Latent Label Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #802
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #801
Tsetlin Machine for Solving Contextual Bandit Problems
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #800
Learning-based Motion Planning in Dynamic Environments Using GNNs and Temporal Encoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #900
Mutual Information Divergence: A Unified Metric for Multimodal Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #901
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #902
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #903
Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #904
Training stochastic stabilized supralinear networks by dynamics-neutral growth
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #905
Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #906
Rashomon Capacity: A Metric for Predictive Multiplicity in Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #907
Parametrically Retargetable Decision-Makers Tend To Seek Power
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #908
Structured Recognition for Generative Models with Explaining Away
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #909
A Continuous Time Framework for Discrete Denoising Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #910
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #911
Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #912
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #913
An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #914
Emergent Graphical Conventions in a Visual Communication Game
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #915
A Geometric Perspective on Variational Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #916
Semantic Probabilistic Layers for Neuro-Symbolic Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #917
DevFly: Bio-Inspired Development of Binary Connections for Locality Preserving Sparse Codes
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #918
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #919
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #920
Periodic Graph Transformers for Crystal Material Property Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #921
MCVD - Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #922
Approximation with CNNs in Sobolev Space: with Applications to Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #923
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #924
Theoretically Provable Spiking Neural Networks
[
Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #925
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #926
ReCo: Retrieve and Co-segment for Zero-shot Transfer
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #928
Collaborative Decision Making Using Action Suggestions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #929
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #930
Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #931
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #932
Differentially Private Linear Sketches: Efficient Implementations and Applications
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #933
Pruning has a disparate impact on model accuracy
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #934
Differentiable Analog Quantum Computing for Optimization and Control
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #935
CCCP is Frank-Wolfe in disguise
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #936
Towards Optimal Communication Complexity in Distributed Non-Convex Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #937
Better SGD using Second-order Momentum
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #938
Data-Efficient Structured Pruning via Submodular Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #939
Safe Opponent-Exploitation Subgame Refinement
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #940
Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #941
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #942
Feature Learning in $L_2$-regularized DNNs: Attraction/Repulsion and Sparsity
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1042
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1041
Structure-Preserving 3D Garment Modeling with Neural Sewing Machines
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1040
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1039
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1038
Training and Inference on Any-Order Autoregressive Models the Right Way
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1037
BagFlip: A Certified Defense Against Data Poisoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1036
Dynamic Learning in Large Matching Markets
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1035
How Powerful are K-hop Message Passing Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1034
Global Convergence of Direct Policy Search for State-Feedback $\mathcal{H}_\infty$ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1033
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1032
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1031
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1030
PDEBench: An Extensive Benchmark for Scientific Machine Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1029
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1028
Why do tree-based models still outperform deep learning on typical tabular data?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1027
A Benchmark for Compositional Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1026
SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1025
PeRFception: Perception using Radiance Fields
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1024
Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1023
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1022
FACT: Learning Governing Abstractions Behind Integer Sequences
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1021
Geoclidean: Few-Shot Generalization in Euclidean Geometry
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1020
MBW: Multi-view Bootstrapping in the Wild
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1019
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1018
Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1017
3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1016
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather Conditions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1015
TempEL: Linking Dynamically Evolving and Newly Emerging Entities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1014
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1013
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1011
LIPS - Learning Industrial Physical Simulation benchmark suite
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1010
Attraction-Repulsion Spectrum in Neighbor Embeddings
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1009
Decimated Framelet System on Graphs and Fast G-Framelet Transforms
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1008
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #143
Rethinking Nonlinear Instrumental Variable Models through Prediction Validity
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1007
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1006
Sufficient reductions in regression with mixed predictors
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1005
[Re] An Implementation of Fair Robust Learning
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1004
[Re] Exacerbating Algorithmic Bias through Fairness Attacks
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1003
[Re] Transparent Object Tracking Benchmark
