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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1002
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #101
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #103
Discovering and Overcoming Limitations of Noise-engineered Data-free Knowledge Distillation
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #105
Exploration via Elliptical Episodic Bonuses
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #107
Uni[MASK]: Unified Inference in Sequential Decision Problems
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #108
Learning to Navigate Wikipedia by Taking Random Walks
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #109
Reinforcement Learning with Neural Radiance Fields
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #110
Few-Shot Audio-Visual Learning of Environment Acoustics
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #111
You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #112
Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #113
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #114
Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #115
Local Latent Space Bayesian Optimization over Structured Inputs
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #116
Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #117
Spherical Channels for Modeling Atomic Interactions
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #118
Understanding the Evolution of Linear Regions in Deep Reinforcement Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #119
A General Framework for Auditing Differentially Private Machine Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #120
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #121
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #122
Efficient Non-Parametric Optimizer Search for Diverse Tasks
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #123
Transform Once: Efficient Operator Learning in Frequency Domain
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #124
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #125
Meta-Learning Dynamics Forecasting Using Task Inference
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #126
Implicit Neural Representations with Levels-of-Experts
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #127
Towards Theoretically Inspired Neural Initialization Optimization
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #128
Improving GANs with A Dynamic Discriminator
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #129
Towards Learning Universal Hyperparameter Optimizers with Transformers
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #130
Graph Self-supervised Learning with Accurate Discrepancy Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #131
A2: Efficient Automated Attacker for Boosting Adversarial Training
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #133
Boosting Out-of-distribution Detection with Typical Features
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #134
Unified Optimal Transport Framework for Universal Domain Adaptation
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #135
Geometric Order Learning for Rank Estimation
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #136
MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-text Matching
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #137
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #138
Meta-Learning with Self-Improving Momentum Target
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #139
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #140
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #141
Semi-supervised Vision Transformers at Scale
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #142
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #242
Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #241
Self-Supervised Visual Representation Learning with Semantic Grouping
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #240
Geometry-aware Two-scale PIFu Representation for Human Reconstruction
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #239
360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #238
FeLMi : Few shot Learning with hard Mixup
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #237
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #236
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #235
One-shot Neural Backdoor Erasing via Adversarial Weight Masking
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #234
BILCO: An Efficient Algorithm for Joint Alignment of Time Series
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #233
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #232
Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #231
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #230
Learning to Discover and Detect Objects
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #229
Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #228
Unsupervised Learning of Group Invariant and Equivariant Representations
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #227
Towards Understanding Grokking: An Effective Theory of Representation Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #226
DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #225
Decentralized Training of Foundation Models in Heterogeneous Environments
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #224
Model-based Lifelong Reinforcement Learning with Bayesian Exploration
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #223
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #222
FedSR: A Simple and Effective Domain Generalization Method for Federated Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #221
Sample-Then-Optimize Batch Neural Thompson Sampling
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #220
Improving Diffusion Models for Inverse Problems using Manifold Constraints
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #219
FedAvg with Fine Tuning: Local Updates Lead to Representation Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #218
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #217
Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #216
Jump Self-attention: Capturing High-order Statistics in Transformers
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #215
Flamingo: a Visual Language Model for Few-Shot Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #214
Visual Prompting via Image Inpainting
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #213
MAtt: A Manifold Attention Network for EEG Decoding
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #212
Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #211
Visual Concepts Tokenization
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #210
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #209
HierSpeech: Bridging the Gap between Text and Speech by Hierarchical Variational Inference using Self-supervised Representations for Speech Synthesis
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #208
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #207
Weighted Mutual Learning with Diversity-Driven Model Compression
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #206
Understanding Benign Overfitting in Gradient-Based Meta Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #205
Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #204
TransTab: Learning Transferable Tabular Transformers Across Tables
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #203
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #202
Multi-objective Deep Data Generation with Correlated Property Control
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #201
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #200
The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #300
Staircase Attention for Recurrent Processing of Sequences
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #302
On the Stability and Scalability of Node Perturbation Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #303
Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #304
Doubly Robust Counterfactual Classification
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #305
PlasticityNet: Learning to Simulate Metal, Sand, and Snow for Optimization Time Integration
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #306
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #307
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #308
Learning to Branch with Tree MDPs
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #309
Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #310
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #311
A Unifying Framework for Online Optimization with Long-Term Constraints
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #312
Beyond IID: data-driven decision-making in heterogeneous environments
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #313
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #314
Optimal Efficiency-Envy Trade-Off via Optimal Transport
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #315
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #316
On the Epistemic Limits of Personalized Prediction
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #317
Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #318
Multi-Class $H$-Consistency Bounds
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #319
Debiased Machine Learning without Sample-Splitting for Stable Estimators
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #320
The Sample Complexity of One-Hidden-Layer Neural Networks
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #321
coVariance Neural Networks
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #322
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #323
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #324
Adaptive Data Debiasing through Bounded Exploration
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #325
Enhancing Safe Exploration Using Safety State Augmentation
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #326
Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #327
Off-Policy Evaluation for Action-Dependent Non-stationary Environments
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #328
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #329
Bounding and Approximating Intersectional Fairness through Marginal Fairness
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #330
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #331
Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #332
A Reduction to Binary Approach for Debiasing Multiclass Datasets
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #333
Post-hoc estimators for learning to defer to an expert
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #334
A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #335
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #336
Policy Gradient With Serial Markov Chain Reasoning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #337
Beyond neural scaling laws: beating power law scaling via data pruning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #338
Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #339
Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #340
Structure-Aware Image Segmentation with Homotopy Warping
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #341
PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #342
Generating Long Videos of Dynamic Scenes
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #442
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #441
Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #440
SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #439
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #438
Torsional Diffusion for Molecular Conformer Generation
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #437
Personalized Online Federated Learning with Multiple Kernels
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #436
Normalizing Flows for Knockoff-free Controlled Feature Selection
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #435
Efficiency Ordering of Stochastic Gradient Descent
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #434
Learning Bipartite Graphs: Heavy Tails and Multiple Components
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #433
Batch Bayesian optimisation via density-ratio estimation with guarantees
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #432
Discovery of Single Independent Latent Variable
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #431
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #430
Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction
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Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #429
Better Uncertainty Calibration via Proper Scores for Classification and Beyond
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Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #428
Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #427
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #426
Understanding Programmatic Weak Supervision via Source-aware Influence Function
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #425
CoPur: Certifiably Robust Collaborative Inference via Feature Purification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #424
TA-GATES: An Encoding Scheme for Neural Network Architectures
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #423
MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #422
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #421
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #420
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #419
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #418
Rethinking Value Function Learning for Generalization in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #417
Weighted Distillation with Unlabeled Examples
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #416
A Theoretical View on Sparsely Activated Networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #415
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #414
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #413
A Quantitative Geometric Approach to Neural-Network Smoothness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #412
Large-Scale Differentiable Causal Discovery of Factor Graphs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #410
Neural Basis Models for Interpretability
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #409
Semantic Exploration from Language Abstractions and Pretrained Representations
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #408
Deconfounded Representation Similarity for Comparison of Neural Networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #407
If Influence Functions are the Answer, Then What is the Question?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #406
Early Stage Convergence and Global Convergence of Training Mildly Parameterized Neural Networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #405
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #404
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #403
Challenging Common Assumptions in Convex Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #402
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #502
Contrastive Neural Ratio Estimation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #503
Symmetry Teleportation for Accelerated Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #504
VectorAdam for Rotation Equivariant Geometry Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #143
Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #505
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #506
Fault-Aware Neural Code Rankers
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #507
End-to-end Symbolic Regression with Transformers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #508
Masked Prediction: A Parameter Identifiability View
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #509
Moment Distributionally Robust Tree Structured Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #510
Inference and Sampling for Archimax Copulas
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #511
Operative dimensions in unconstrained connectivity of recurrent neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #512
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #513
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #514
Flexible Diffusion Modeling of Long Videos
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #515
Free Probability for predicting the performance of feed-forward fully connected neural networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #516
Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #517
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #518
Reinforcement Learning with a Terminator
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #519
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #520
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #521
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #522
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #523
Symmetry-induced Disentanglement on Graphs
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #524
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #525
STaR: Bootstrapping Reasoning With Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #526
Learning Physics Constrained Dynamics Using Autoencoders
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #527
LAMP: Extracting Text from Gradients with Language Model Priors
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #528
Imbalance Trouble: Revisiting Neural-Collapse Geometry
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #529
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #530
Improved Imaging by Invex Regularizers with Global Optima Guarantees
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #531
Trade-off between Payoff and Model Rewards in Shapley-Fair Collaborative Machine Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #532
Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #533
Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #534
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #535
Adversarial Reprogramming Revisited
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #537
A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #538
Randomized Sketches for Clustering: Fast and Optimal Kernel $k$-Means
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #539
On-Demand Sampling: Learning Optimally from Multiple Distributions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #540
Constrained Langevin Algorithms with L-mixing External Random Variables
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #541
Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #542
Fair Wrapping for Black-box Predictions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #642
Do Residual Neural Networks discretize Neural Ordinary Differential Equations?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #641
Recipe for a General, Powerful, Scalable Graph Transformer
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #640
Confident Adaptive Language Modeling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #639
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #638
Non-rigid Point Cloud Registration with Neural Deformation Pyramid
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #637
Peripheral Vision Transformer
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #636
Mind Reader: Reconstructing complex images from brain activities
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #635
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #634
Few-shot Relational Reasoning via Connection Subgraph Pretraining
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #633
ASPiRe: Adaptive Skill Priors for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #632
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #631
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #630
Deep Compression of Pre-trained Transformer Models
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #629
A Variational Edge Partition Model for Supervised Graph Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #628
MCMAE: Masked Convolution Meets Masked Autoencoders
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #627
Neural-Symbolic Entangled Framework for Complex Query Answering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #626
SwinTrack: A Simple and Strong Baseline for Transformer Tracking
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #625
OnePose++: Keypoint-Free One-Shot Object Pose Estimation without CAD Models
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #624
Learning Neural Acoustic Fields
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #623
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #622
Interpolation and Regularization for Causal Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #621
Blackbox Attacks via Surrogate Ensemble Search
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #620
Green Hierarchical Vision Transformer for Masked Image Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #619
A Practical, Progressively-Expressive GNN
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #618
Improving Neural Ordinary Differential Equations with Nesterov's Accelerated Gradient Method
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #617
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #616
Between Stochastic and Adversarial Online Convex Optimization: Improved Regret Bounds via Smoothness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #615
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #614
Learning Symmetric Rules with SATNet
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #613
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #612
Distributionally Adaptive Meta Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #611
HyperTree Proof Search for Neural Theorem Proving
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #610
You Only Live Once: Single-Life Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #609
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #608
Are all Frames Equal? Active Sparse Labeling for Video Action Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #607
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #606
Diffusion-LM Improves Controllable Text Generation
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #605
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #604
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #603
Stochastic Adaptive Activation Function
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #602
Benefits of Permutation-Equivariance in Auction Mechanisms
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #701
Random Sharpness-Aware Minimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #702
On-Device Training Under 256KB Memory
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #703
Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #704
A Closer Look at Prototype Classifier for Few-shot Image Classification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #705
On the Strong Correlation Between Model Invariance and Generalization
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #706
“Why Not Other Classes?”: Towards Class-Contrastive Back-Propagation Explanations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #707
Parameter-Efficient Masking Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #708
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #709
ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #710
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #711
Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #712
Identifiability of deep generative models without auxiliary information
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #713
Beyond spectral gap: the role of the topology in decentralized learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #714
Change-point Detection for Sparse and Dense Functional Data in General Dimensions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #715
Invariant and Transportable Representations for Anti-Causal Domain Shifts
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #716
Robust Feature-Level Adversaries are Interpretability Tools
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #717
Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #718
Anonymous Bandits for Multi-User Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #719
Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #720
Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #722
Reproducibility in Optimization: Theoretical Framework and Limits
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #723
Adversarial Robustness is at Odds with Lazy Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #724
The Curse of Unrolling: Rate of Differentiating Through Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #725
On the Theoretical Properties of Noise Correlation in Stochastic Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #726
Support Recovery in Sparse PCA with Incomplete Data
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #727
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #728
A gradient estimator via L1-randomization for online zero-order optimization with two point feedback
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #729
Hypothesis Testing for Differentially Private Linear Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #730
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #731
One for All: Simultaneous Metric and Preference Learning over Multiple Users
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #732
AdaFocal: Calibration-aware Adaptive Focal Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #734
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #735
Fair Ranking with Noisy Protected Attributes
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #736
Off-Policy Evaluation with Deficient Support Using Side Information
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #737
How to talk so AI will learn: Instructions, descriptions, and autonomy
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #738
Capturing Failures of Large Language Models via Human Cognitive Biases
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #739
A time-resolved theory of information encoding in recurrent neural networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #740
Learning Chaotic Dynamics in Dissipative Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #741
On Elimination Strategies for Bandit Fixed-Confidence Identification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #742
(Optimal) Online Bipartite Matching with Degree Information
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #842
Scalable and Efficient Non-adaptive Deterministic Group Testing
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #840
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #839
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #838
Sample Complexity of Learning Heuristic Functions for Greedy-Best-First and A* Search
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #837
Distributionally Robust Optimization via Ball Oracle Acceleration
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #836
Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #835
GraB: Finding Provably Better Data Permutations than Random Reshuffling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #834
House of Cans: Covert Transmission of Internal Datasets via Capacity-Aware Neuron Steganography
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #833
A Causal Analysis of Harm
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #831
Simple Mechanisms for Welfare Maximization in Rich Advertising Auctions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #830
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #829
Online Algorithms for the Santa Claus Problem
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #828
Learning on the Edge: Online Learning with Stochastic Feedback Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #827
Optimal Dynamic Regret in LQR Control
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #826
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #825
Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #824
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #823
Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #822
Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #821
Queue Up Your Regrets: Achieving the Dynamic Capacity Region of Multiplayer Bandits
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #820
The First Optimal Algorithm for Smooth and Strongly-Convex-Strongly-Concave Minimax Optimization
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #819
Beyond black box densities: Parameter learning for the deviated components
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #818
A Best-of-Both-Worlds Algorithm for Bandits with Delayed Feedback
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #817
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #816
Policy Optimization for Markov Games: Unified Framework and Faster Convergence
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #815
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #814
Local Identifiability of Deep ReLU Neural Networks: the Theory
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #813
Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #812
Online Allocation and Learning in the Presence of Strategic Agents
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #811
Signal Recovery with Non-Expansive Generative Network Priors
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #810
Practical Adversarial Multivalid Conformal Prediction
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #809
Sublinear Algorithms for Hierarchical Clustering
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #808
Large-scale Optimization of Partial AUC in a Range of False Positive Rates
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #807
Stability Analysis and Generalization Bounds of Adversarial Training
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #806
Globally Gated Deep Linear Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #805
Generalization Analysis on Learning with a Concurrent Verifier
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #804
Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #803
Test Time Adaptation via Conjugate Pseudo-labels
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #802
Best of Both Worlds Model Selection
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #801
Logical Credal Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #800
Low-Rank Modular Reinforcement Learning via Muscle Synergy
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #900
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #901
Self-supervised surround-view depth estimation with volumetric feature fusion
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #902
Promising or Elusive? Unsupervised Object Segmentation from Real-world Single Images
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #903
Learning to Attack Federated Learning: A Model-based Reinforcement Learning Attack Framework
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #904
Sparse Probabilistic Circuits via Pruning and Growing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #905
Explaining Preferences with Shapley Values
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #906
Implications of Model Indeterminacy for Explanations of Automated Decisions
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #907
Self-Explaining Deviations for Coordination
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #908
A Direct Approximation of AIXI Using Logical State Abstractions
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #909
Adjoint-aided inference of Gaussian process driven differential equations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #910
Beyond L1: Faster and Better Sparse Models with skglm
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #911
Robust Imitation of a Few Demonstrations with a Backwards Model
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #912
Improving Policy Learning via Language Dynamics Distillation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #913
Monocular Dynamic View Synthesis: A Reality Check
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #914
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #915
Test-Time Training with Masked Autoencoders
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #916
Learning Modular Simulations for Homogeneous Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #917
Flowification: Everything is a normalizing flow
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #919
OpenAUC: Towards AUC-Oriented Open-Set Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #920
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #921
Contrastive Adapters for Foundation Model Group Robustness
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #922
Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #923
Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #924
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #925
Discovering Design Concepts for CAD Sketches
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #926
🏘️ ProcTHOR: Large-Scale Embodied AI Using Procedural Generation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #927
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #928
Risk-Driven Design of Perception Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #929
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #930
On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #931
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #932
On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #933
Constants of motion network
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #934
Graph Scattering beyond Wavelet Shackles
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #935
On Margins and Generalisation for Voting Classifiers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #936
Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #938
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #939
Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #940
Provable Defense against Backdoor Policies in Reinforcement Learning
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #941
Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #942
Online Learning and Pricing for Network Revenue Management with Reusable Resources
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1042
MultiScan: Scalable RGBD scanning for 3D environments with articulated objects
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1041
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1040
DeepFoids: Adaptive Bio-Inspired Fish Simulation with Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1039
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1038
Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1037
Graph Reordering for Cache-Efficient Near Neighbor Search
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1036
Boosting Barely Robust Learners: A New Perspective on Adversarial Robustness
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1035
The Gyro-Structure of Some Matrix Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1034
Revisit last-iterate convergence of mSGD under milder requirement on step size
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1033
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1032
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1031
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1030
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1029
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1028
Towards Better Evaluation for Dynamic Link Prediction
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1027
Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1026
GriddlyJS: A Web IDE for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1025
AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1024
VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1023
OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1022
Forecasting Future World Events With Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1021
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1020
TAP-Vid: A Benchmark for Tracking Any Point in a Video
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1019
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1018
IKEA-Manual: Seeing Shape Assembly Step by Step
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1017
Model Zoos: A Dataset of Diverse Populations of Neural Network Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1016
mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1015
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1014
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1013
A Large Scale Search Dataset for Unbiased Learning to Rank
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1012
Open High-Resolution Satellite Imagery: The WorldStrat Dataset – With Application to Super-Resolution
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1011
Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1010
MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1009
Truncated Emphatic Temporal Difference Methods for Prediction and Control
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1008
IALE: Imitating Active Learner Ensembles
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1007
Fast and Robust Rank Aggregation against Model Misspecification
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1006
All You Need is a Good Functional Prior for Bayesian Deep Learning
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1005
[Re] Solving Phase Retrieval With a Learned Reference
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1004
[Re] Strategic classification made practical: reproduction
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1003
[Re] Graph Edit Networks
