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Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1010
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
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OpenReview]
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1001
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #143
FedPop: A Bayesian Approach for Personalised Federated Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #101
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #103
Functional Ensemble Distillation
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #105
Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions
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OpenReview]
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #107
Differentially Private Model Compression
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #108
Self-explaining deep models with logic rule reasoning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #109
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #110
Behavior Transformers: Cloning $k$ modes with one stone
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #111
Equivariant Networks for Zero-Shot Coordination
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #112
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #113
What You See is What You Classify: Black Box Attributions
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #114
Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #115
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #116
Sparse Fourier Backpropagation in Cryo-EM Reconstruction
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #117
Predictive Querying for Autoregressive Neural Sequence Models
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #118
Extracting computational mechanisms from neural data using low-rank RNNs
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #119
Modeling the Machine Learning Multiverse
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #120
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
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OpenReview]
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #121
Retrospective Adversarial Replay for Continual Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #122
Learning Neural Set Functions Under the Optimal Subset Oracle
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #123
Efficient Architecture Search for Diverse Tasks
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #124
When Do Flat Minima Optimizers Work?
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #125
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #126
LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #127
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #128
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #129
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs
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Topia]
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #130
PaCo: Parameter-Compositional Multi-task Reinforcement Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #131
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #133
Mask-based Latent Reconstruction for Reinforcement Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #134
Improved Fine-Tuning by Better Leveraging Pre-Training Data
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #135
Redundancy-Free Message Passing for Graph Neural Networks
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #136
Towards Improving Faithfulness in Abstractive Summarization
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #137
Delving into Out-of-Distribution Detection with Vision-Language Representations
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #138
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #139
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #140
EfficientFormer: Vision Transformers at MobileNet Speed
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #141
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #142
Large-batch Optimization for Dense Visual Predictions: Training Faster R-CNN in 4.2 Minutes
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #242
Semi-Supervised Video Salient Object Detection Based on Uncertainty-Guided Pseudo Labels
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #241
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #240
Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #239
Learning Consistency-Aware Unsigned Distance Functions Progressively from Raw Point Clouds
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #238
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #237
Okapi: Generalising Better by Making Statistical Matches Match
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #236
Revisiting Sparse Convolutional Model for Visual Recognition
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #235
Random Normalization Aggregation for Adversarial Defense
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #234
Batch Multi-Fidelity Active Learning with Budget Constraints
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #233
Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #232
Factuality Enhanced Language Models for Open-Ended Text Generation
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #231
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #230
A Closer Look at Weakly-Supervised Audio-Visual Source Localization
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #229
GlanceNets: Interpretable, Leak-proof Concept-based Models
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #228
AgraSSt: Approximate Graph Stein Statistics for Interpretable Assessment of Implicit Graph Generators
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #227
No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit
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OpenReview]
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #226
Inherently Explainable Reinforcement Learning in Natural Language
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #225
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #224
Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #223
Structured Energy Network As a Loss
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J (level 1) #222
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #221
Sharpness-Aware Training for Free
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #220
Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #219
Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #218
Amortized Mixing Coupling Processes for Clustering
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #217
GraphQNTK: Quantum Neural Tangent Kernel for Graph Data
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #216
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #215
Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking?
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #214
Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #213
Learning Latent Seasonal-Trend Representations for Time Series Forecasting
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #212
Pluralistic Image Completion with Gaussian Mixture Models
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #211
CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #210
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #209
Graph Few-shot Learning with Task-specific Structures
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #208
Co-Modality Graph Contrastive Learning for Imbalanced Node Classification
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #207
Recommender Forest for Efficient Retrieval
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #206
Label Noise in Adversarial Training: A Novel Perspective to Study Robust Overfitting
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #205
Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #204
SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #203
Task-Agnostic Graph Explanations
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #202
CageNeRF: Cage-based Neural Radiance Field for Generalized 3D Deformation and Animation
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #201
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #200
Resource-Adaptive Federated Learning with All-In-One Neural Composition
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #300
Block-Recurrent Transformers
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #302
Distinguishing Learning Rules with Brain Machine Interfaces
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #303
Imitating Past Successes can be Very Suboptimal
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #304
Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #305
Neural Conservation Laws: A Divergence-Free Perspective
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #306
Relaxing Equivariance Constraints with Non-stationary Continuous Filters
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #307
Continual Learning In Environments With Polynomial Mixing Times
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #308
Non-Linear Coordination Graphs
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #309
Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #310
Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #311
Instance-Dependent Near-Optimal Policy Identification in Linear MDPs via Online Experiment Design
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #312
On the Complexity of Adversarial Decision Making
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #313
Convergence beyond the over-parameterized regime using Rayleigh quotients
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #314
An Algorithm for Learning Switched Linear Dynamics from Data
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #315
Differentially Private Learning Needs Hidden State (Or Much Faster Convergence)
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #316
Cluster Randomized Designs for One-Sided Bipartite Experiments
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #317
Near-Optimal Randomized Exploration for Tabular Markov Decision Processes
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #318
Order-Invariant Cardinality Estimators Are Differentially Private
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #319
Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #320
Generalization Error Bounds on Deep Learning with Markov Datasets
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #321
Autoinverse: Uncertainty Aware Inversion of Neural Networks
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #322
Optimal Transport of Classifiers to Fairness
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #323
Path Independent Equilibrium Models Can Better Exploit Test-Time Computation
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #324
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #325
On Sample Optimality in Personalized Collaborative and Federated Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #326
Active Ranking without Strong Stochastic Transitivity
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #327
How Sampling Impacts the Robustness of Stochastic Neural Networks
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #328
Convexity Certificates from Hessians
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #329
Optimal Binary Classification Beyond Accuracy
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #330
Sample Constrained Treatment Effect Estimation
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #331
Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #332
SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #333
Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #334
Evolution of Neural Tangent Kernels under Benign and Adversarial Training
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #335
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #336
Active Exploration for Inverse Reinforcement Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #337
A Unified Framework for Deep Symbolic Regression
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #338
Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #339
CARD: Classification and Regression Diffusion Models
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #340
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #341
So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #342
Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #442
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #441
Transferring Fairness under Distribution Shifts via Fair Consistency Regularization
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #440
Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #439
Template based Graph Neural Network with Optimal Transport Distances
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #438
A composable machine-learning approach for steady-state simulations on high-resolution grids
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #437
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #436
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #435
From Gradient Flow on Population Loss to Learning with Stochastic Gradient Descent
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #434
Stability and Generalization for Markov Chain Stochastic Gradient Methods
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Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #433
Learning Energy Networks with Generalized Fenchel-Young Losses
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OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #432
AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #431
Equivariant Networks for Crystal Structures
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #430
Text Classification with Born's Rule
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #429
A Probabilistic Graph Coupling View of Dimension Reduction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #428
Laplacian Autoencoders for Learning Stochastic Representations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #426
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #425
Variational Model Perturbation for Source-Free Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #424
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #423
Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #422
EcoFormer: Energy-Saving Attention with Linear Complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #421
Dataset Distillation using Neural Feature Regression
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #420
Iterative Scene Graph Generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #419
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #418
Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #417
Provably Adversarially Robust Detection of Out-of-Distribution Data (Almost) for Free
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #416
Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #415
Global Convergence and Stability of Stochastic Gradient Descent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #414
Regret Bounds for Information-Directed Reinforcement Learning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #413
Truncated Matrix Power Iteration for Differentiable DAG Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #412
Error Analysis of Tensor-Train Cross Approximation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #411
Efficient Risk-Averse Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #409
Learning Robust Dynamics through Variational Sparse Gating
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #408
DiSC: Differential Spectral Clustering of Features
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #407
WeightedSHAP: analyzing and improving Shapley based feature attributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #406
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #404
On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #403
Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #402
A Unified Framework for Alternating Offline Model Training and Policy Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #502
Decentralized Local Stochastic Extra-Gradient for Variational Inequalities
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #503
Gradient Estimation with Discrete Stein Operators
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #504
On the SDEs and Scaling Rules for Adaptive Gradient Algorithms
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #506
Root Cause Analysis of Failures in Microservices through Causal Discovery
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #507
Low-rank Optimal Transport: Approximation, Statistics and Debiasing
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #508
Learning single-index models with shallow neural networks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #509
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #510
Efficient identification of informative features in simulation-based inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #511
Exact learning dynamics of deep linear networks with prior knowledge
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #512
Adversarial training for high-stakes reliability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #513
NaturalProver: Grounded Mathematical Proof Generation with Language Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #514
Open-Ended Reinforcement Learning with Neural Reward Functions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #515
Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #516
Memory safe computations with XLA compiler
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #517
C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #518
Continuous MDP Homomorphisms and Homomorphic Policy Gradient
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #519
Data augmentation for efficient learning from parametric experts
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #520
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #521
Deep Surrogate Assisted Generation of Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #522
SGAM: Building a Virtual 3D World through Simultaneous Generation and Mapping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #523
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #524
Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #525
Fine-tuning language models to find agreement among humans with diverse preferences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #526
A Unified Sequence Interface for Vision Tasks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #527
Learning Probabilistic Models from Generator Latent Spaces with Hat EBM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #528
Deep Generalized Schrödinger Bridge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #529
NSNet: A General Neural Probabilistic Framework for Satisfiability Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #530
Distributionally Robust Optimization with Data Geometry
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #531
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #532
On Efficient Online Imitation Learning via Classification
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #533
Group Meritocratic Fairness in Linear Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #534
Subspace Recovery from Heterogeneous Data with Non-isotropic Noise
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #535
Knowledge Distillation: Bad Models Can Be Good Role Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #536
Active Labeling: Streaming Stochastic Gradients
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #537
Renyi Differential Privacy of Propose-Test-Release and Applications to Private and Robust Machine Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #538
Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #539
Near-Optimal No-Regret Learning Dynamics for General Convex Games
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #540
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #541
A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #542
Global Convergence of Federated Learning for Mixed Regression
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #642
Kernel similarity matching with Hebbian networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #641
Improved techniques for deterministic l2 robustness
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #640
Matryoshka Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #639
Ask4Help: Learning to Leverage an Expert for Embodied Tasks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #638
Wavelet Feature Maps Compression for Image-to-Image CNNs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #637
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #636
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #635
Semantic Diffusion Network for Semantic Segmentation
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #634
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #633
CUP: Critic-Guided Policy Reuse
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #632
XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #631
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #630
Distilling Representations from GAN Generator via Squeeze and Span
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #629
SHINE: SubHypergraph Inductive Neural nEtwork
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #628
Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #627
Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #626
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #625
LION: Latent Point Diffusion Models for 3D Shape Generation
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #624
Learning low-dimensional generalizable natural features from retina using a U-net
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #623
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #622
The Pitfalls of Regularization in Off-Policy TD Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #621
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #620
Online Training Through Time for Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #619
General Cutting Planes for Bound-Propagation-Based Neural Network Verification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #618
Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #617
Single Loop Gaussian Homotopy Method for Non-convex Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #616
Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #615
Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #614
A Multilabel Classification Framework for Approximate Nearest Neighbor Search
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #613
Spectral Bias in Practice: The Role of Function Frequency in Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #612
Influencing Long-Term Behavior in Multiagent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #611
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #610
Giving Feedback on Interactive Student Programs with Meta-Exploration
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #609
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #608
Few-Shot Continual Active Learning by a Robot
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #607
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #606
VoiceBlock: Privacy through Real-Time Adversarial Attacks with Audio-to-Audio Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #605
Retrieval-Augmented Diffusion Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #604
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #603
Toward Robust Spiking Neural Network Against Adversarial Perturbation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #602
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #701
On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #702
Video-based Human-Object Interaction Detection from Tubelet Tokens
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #703
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #704
Hierarchical Lattice Layer for Partially Monotone Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #705
On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #706
What Makes a "Good" Data Augmentation in Knowledge Distillation - A Statistical Perspective
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #707
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #708
Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #709
Revisiting Non-Parametric Matching Cost Volumes for Robust and Generalizable Stereo Matching
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #710
Learning Contrastive Embedding in Low-Dimensional Space
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #711
Few-Shot Fast-Adaptive Anomaly Detection
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #712
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #713
Exploration via Planning for Information about the Optimal Trajectory
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #714
Theoretical analysis of deep neural networks for temporally dependent observations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #715
Provably sample-efficient RL with side information about latent dynamics
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #716
In What Ways Are Deep Neural Networks Invariant and How Should We Measure This?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #717
Truncated proposals for scalable and hassle-free simulation-based inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #718
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #719
Policy Optimization with Linear Temporal Logic Constraints
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #720
Fast Instrument Learning with Faster Rates
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #722
Outlier-Robust Sparse Estimation via Non-Convex Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #723
Gradient Methods Provably Converge to Non-Robust Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #724
Operator Splitting Value Iteration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #725
Bayesian Optimistic Optimization: Optimistic Exploration for Model-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #726
Learning from Stochastically Revealed Preference
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #727
Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #728
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #729
Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #730
Distributed Inverse Constrained Reinforcement Learning for Multi-agent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #732
Poisson Flow Generative Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #734
Multi-agent Dynamic Algorithm Configuration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #735
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #736
A Theory of PAC Learnability under Transformation Invariances
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #738
Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #739
Biologically plausible solutions for spiking networks with efficient coding
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #740
Phase transitions in when feedback is useful
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #741
Simple and Optimal Greedy Online Contention Resolution Schemes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #742
Private Estimation with Public Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #842
Robustness to Label Noise Depends on the Shape of the Noise Distribution
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #841
A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #840
Minimax Optimal Algorithms for Fixed-Budget Best Arm Identification
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #243
Minimax Optimal Online Imitation Learning via Replay Estimation
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #838
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #837
List-Decodable Sparse Mean Estimation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #836
Finite-Time Last-Iterate Convergence for Learning in Multi-Player Games
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #835
SAGDA: Achieving $\mathcal{O}(\epsilon^{-2})$ Communication Complexity in Federated Min-Max Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #834
Depth is More Powerful than Width with Prediction Concatenation in Deep Forest
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #833
Neural Abstractions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #831
Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanism
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #830
Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #829
The Query Complexity of Cake Cutting
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #828
Learning (Very) Simple Generative Models Is Hard
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #827
Cryptographic Hardness of Learning Halfspaces with Massart Noise
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #826
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #825
Accelerated Primal-Dual Gradient Method for Smooth and Convex-Concave Saddle-Point Problems with Bilinear Coupling
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #824
Sample-Efficient Learning of Correlated Equilibria in Extensive-Form Games
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #823
SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #822
On Optimal Learning Under Targeted Data Poisoning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #821
Taming Fat-Tailed (“Heavier-Tailed” with Potentially Infinite Variance) Noise in Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #820
Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #819
Better Best of Both Worlds Bounds for Bandits with Switching Costs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #818
Coreset for Line-Sets Clustering
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #817
On the Efficient Implementation of High Accuracy Optimality of Profile Maximum Likelihood
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #816
Society of Agents: Regret Bounds of Concurrent Thompson Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #815
Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with Variance Reduction and its Application to Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #814
Kernel Multimodal Continuous Attention
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #813
Empirical Gateaux Derivatives for Causal Inference
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #812
Bayesian Persuasion for Algorithmic Recourse
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #811
Hardness of Noise-Free Learning for Two-Hidden-Layer Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #810
The Hessian Screening Rule
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #809
Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #808
Will Bilevel Optimizers Benefit from Loops
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #807
Expected Improvement for Contextual Bandits
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #806
Fast Neural Kernel Embeddings for General Activations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #805
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #804
Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #803
Understanding Deep Contrastive Learning via Coordinate-wise Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #802
Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #801
Sparse Hypergraph Community Detection Thresholds in Stochastic Block Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #800
Don't Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #900
Towards Versatile Embodied Navigation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #901
CASA: Category-agnostic Skeletal Animal Reconstruction
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #902
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #903
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #905
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #906
SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #907
The Phenomenon of Policy Churn
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #908
Learning to Find Proofs and Theorems by Learning to Refine Search Strategies: The Case of Loop Invariant Synthesis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #909
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #910
Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #911
To update or not to update? Neurons at equilibrium in deep models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #912
Improving Intrinsic Exploration with Language Abstractions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #913
Masked Generative Adversarial Networks are Data-Efficient Generation Learners
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #914
Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #915
Theseus: A Library for Differentiable Nonlinear Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #916
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #917
Synthetic Model Combination: An Instance-wise Approach to Unsupervised Ensemble Learning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #918
S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #919
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #920
Is Out-of-Distribution Detection Learnable?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #921
QUARK: Controllable Text Generation with Reinforced Unlearning
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #922
Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #923
Homomorphic Matrix Completion
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #924
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #925
Characterizing the Ventral Visual Stream with Response-Optimized Neural Encoding Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #926
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #927
What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #928
CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #929
VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #930
Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #931
On the Importance of Gradient Norm in PAC-Bayesian Bounds
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #932
Temporally Disentangled Representation Learning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #933
Natural gradient enables fast sampling in spiking neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #934
Triangulation candidates for Bayesian optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #935
Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #936
A permutation-free kernel two-sample test
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #937
Learning with little mixing
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #343
Exponential Family Model-Based Reinforcement Learning via Score Matching
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #938
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #939
Communication Efficient Federated Learning for Generalized Linear Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #940
On Scrambling Phenomena for Randomly Initialized Recurrent Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #941
Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #942
Last-Iterate Convergence of Optimistic Gradient Method for Monotone Variational Inequalities
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1042
3DB: A Framework for Debugging Computer Vision Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1041
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1040
Measuring Data Reconstruction Defenses in Collaborative Inference Systems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1039
Function Classes for Identifiable Nonlinear Independent Component Analysis
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1038
Towards Disentangling Information Paths with Coded ResNeXt
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1037
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1036
On Robust Multiclass Learnability
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1035
Generalised Mutual Information for Discriminative Clustering
[
Poster]
[
OpenReview]
[
Topia]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1034
A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1033
Anytime-Valid Inference For Multinomial Count Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1031
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1030
FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1029
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1028
ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1027
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1026
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1025
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1024
Breaking Bad: A Dataset for Geometric Fracture and Reassembly
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1023
FlyView: a bio-informed optical flow truth dataset for visual navigation using panoramic stereo vision
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1022
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1021
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1020
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1019
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1018
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1017
CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1016
FETA: Towards Specializing Foundational Models for Expert Task Applications
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1015
CAESAR: An Embodied Simulator for Generating Multimodal Referring Expression Datasets
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1014
Evaluating Out-of-Distribution Performance on Document Image Classifiers
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1013
Learning Long-Term Crop Management Strategies with CyclesGym
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1012
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1011
Myriad: a real-world testbed to bridge trajectory optimization and deep learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1009
Deep Limits and a Cut-Off Phenomenon for Neural Networks
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1008
Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1007
Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1006
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1005
Foolish Crowds Support Benign Overfitting
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1004
[Re] Exacerbating Algorithmic Bias through Fairness Attacks
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1003
[Re] Replication Study of "Fairness and Bias in Online Selection"
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1002
[Re] Reproduction Study of Variational Fair Clustering
