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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
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OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
A Careful Examination of Large Language Model Performance on Grade School Arithmetic
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7208
One-Step Diffusion Distillation through Score Implicit Matching
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5101
Comprehensive Framework for Curating Speech Datasets and Evaluating ASR Systems: A Case Study for the Polish Language
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5208
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5408
Reproducibility study of FairAC
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
SustainDC: Benchmarking for Sustainable Data Center Control
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
A Simulation Benchmark for Autonomous Racing with Large-Scale Human Data
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7307
Simplified and Generalized Masked Diffusion for Discrete Data
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
A Simple and Optimal Approach for Universal Online Learning with Gradient Variations
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5308
RedPajama: an Open Dataset for Training Large Language Models
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5306
USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5303
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5200
SHDocs: A dataset, benchmark, and method to efficiently generate high-quality, real-world specular highlight data with near-perfect alignment
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5104
Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
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Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5300
DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
Game-Traversal-Benchmark: Evaluating Planning Abilities Of Large Language Models Via Traversing 2D Game Maps
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5403
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
Information-theoretic Generalization Analysis for Expected Calibration Error
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
Conformalized Credal Set Predictors
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
Semi-Truths: A Large-Scale Dataset for Testing Robustness of AI-Generated Image Detectors
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning
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Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
Optimal Parallelization of Boosting
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Distributed Least Squares in Small Space via Sketching and Bias Reduction
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Adaptive Proximal Gradient Method for Convex Optimization
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OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7209
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7207
Wings: Learning Multimodal LLMs without Text-only Forgetting
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6210
Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification
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Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
Clustering with Non-adaptive Subset Queries
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Group-wise oracle-efficient algorithms for online multi-group learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Multi-Winner Reconfiguration
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
Beyond Optimism: Exploration With Partially Observable Rewards
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Autoregressive Policy Optimization for Constrained Allocation Tasks
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Active Learning of General Halfspaces: Label Queries vs Membership Queries
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Partially Observable Cost-Aware Active-Learning with Large Language Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7204
ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Cross-Device Collaborative Test-Time Adaptation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
Mitigating Partial Observability in Decision Processes via the Lambda Discrepancy
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Linear Causal Representation Learning from Unknown Multi-node Interventions
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
Sample Complexity of Interventional Causal Representation Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
Can Simple Averaging Defeat Modern Watermarks?
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
Stepwise Alignment for Constrained Language Model Policy Optimization
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Online Weighted Paging with Unknown Weights
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
PRODuctive bandits: Importance Weighting No More
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
The Value of Reward Lookahead in Reinforcement Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
LLM-based Skill Diffusion for Zero-shot Policy Adaptation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
Markov Equivalence and Consistency in Differentiable Structure Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
MADiff: Offline Multi-agent Learning with Diffusion Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Statistical-Computational Trade-offs for Density Estimation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Memory-Efficient LLM Training with Online Subspace Descent
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5610
Efficient Graph Matching for Correlated Stochastic Block Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5505
Monoculture in Matching Markets
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
Mitigating Spurious Correlations via Disagreement Probability
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
Time-Constrained Robust MDPs
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Active Classification with Few Queries under Misspecification
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
Opponent Modeling based on Subgoal Inference
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Towards Effective Planning Strategies for Dynamic Opinion Networks
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Robot Policy Learning with Temporal Optimal Transport Reward
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Learning to Handle Complex Constraints for Vehicle Routing Problems
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Is Score Matching Suitable for Estimating Point Processes?
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Differentially Private Set Representations
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Continuous Temporal Domain Generalization
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Euclidean distance compression via deep random features
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5407
Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
The Many Faces of Optimal Weak-to-Strong Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Breaking the curse of dimensionality in structured density estimation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6909
Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
No Free Lunch Theorem and Black-Box Complexity Analysis for Adversarial Optimisation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
FairJob: A Real-World Dataset for Fairness in Online Systems
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
Private Algorithms for Stochastic Saddle Points and Variational Inequalities: Beyond Euclidean Geometry
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5310
A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6104
Learnability of high-dimensional targets by two-parameter models and gradient flow
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
Derivatives of Stochastic Gradient Descent in parametric optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Doubly Mild Generalization for Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
DetectEval: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
Harnessing Multiple Correlated Networks for Exact Community Recovery
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
Offline Multitask Representation Learning for Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
Policy Optimization for Robust Average Reward MDPs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
Worst-Case Offline Reinforcement Learning with Arbitrary Data Support
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
Motion Graph Unleashed: A Novel Approach to Video Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
Multi-Agent Coordination via Multi-Level Communication
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Distributional Preference Alignment of LLMs via Optimal Transport
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
The Road Less Scheduled
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Improved Analysis for Bandit Learning in Matching Markets
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7308
Iterative Methods via Locally Evolving Set Process
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
Stochastic contextual bandits with graph feedback: from independence number to MAS number
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Derivative-enhanced Deep Operator Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Variational Flow Matching for Graph Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Text to Blind Motion
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
OxonFair: A Flexible Toolkit for Algorithmic Fairness
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Marginal Causal Flows for Validation and Inference
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7306
Proving Theorems Recursively
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Learning diffusion at lightspeed
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Measuring Dejavu Memorization Efficiently
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
Automatic Outlier Rectification via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
[
Slides]
[
Poster]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of $\Theta(T^{2/3})$ and its Application to Best-of-Both-Worlds
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Inversion-based Latent Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
A two-scale Complexity Measure for Deep Learning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
SpeechAlign: Aligning Speech Generation to Human Preferences
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Dual Critic Reinforcement Learning under Partial Observability
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
TAPTRv2: Attention-based Position Update Improves Tracking Any Point
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Fast Proxy Experiment Design for Causal Effect Identification
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Learnability Matters: Active Learning for Video Captioning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Instance-adaptive Zero-shot Chain-of-Thought Prompting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Contextual Multinomial Logit Bandits with General Value Functions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5701
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Quantum algorithm for large-scale market equilibrium computation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Optimal Multiclass U-Calibration Error and Beyond
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Replicability in Learning: Geometric Partitions and KKM-Sperner Lemma
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Perceptual Fairness in Image Restoration
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
Differentiable Quantum Computing for Large-scale Linear Control
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Rethinking Decoders for Transformer-based Semantic Segmentation: Compression is All You Need
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Coherence-free Entrywise Estimation of Eigenvectors in Low-rank Signal-plus-noise Matrix Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
Leveraging partial stragglers within gradient coding
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
Addressing Bias in Online Selection with Limited Budget of Comparisons
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Improved learning rates in multi-unit uniform price auctions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
On the Complexity of Teaching a Family of Linear Behavior Cloning Learners
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6700
Ad Auctions for LLMs via Retrieval Augmented Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Graph Learning for Numeric Planning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
SPO: Sequential Monte Carlo Policy Optimisation
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
Online Bayesian Persuasion Without a Clue
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Mutli-Armed Bandits with Network Interference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
No-Regret Bandit Exploration based on Soft Tree Ensemble Model
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
On the Comparison between Multi-modal and Single-modal Contrastive Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Multi-model Ensemble Conformal Prediction in Dynamic Environments
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Verified Safe Reinforcement Learning for Neural Network Dynamic Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
Fair Secretaries with Unfair Predictions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
Diffusion-Reward Adversarial Imitation Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Rethinking the Capacity of Graph Neural Networks for Branching Strategy
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
The Star Geometry of Critic-Based Regularizer Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7210
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7309
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Implicit Curriculum in Procgen Made Explicit
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
An Equivalence Between Static and Dynamic Regret Minimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
Learning from Snapshots of Discrete and Continuous Data Streams
[
OpenReview]