Toggle Poster Visibility
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5205
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5208
NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5400
Norms for Managing Datasets: A Systematic Review of NeurIPS Datasets
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5302
SubjECTive-QA: A dataset for the subjective evaluation of answers in Earnings Call Transcripts (ECTs)
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5203
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
[
Poster]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5307
ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5000
Causal Bandits for Linear Structural Equation Models
[
JMLR]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5301
SLICE-100K: A Multimodal Dataset for Extrusion-based 3D Printing
[
Slides]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5402
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5401
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6408
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5306
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5309
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5211
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5508
Reproducibility study of "Robust Fair Clustering: A Novel Fairness Attack and Defense Framework"
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5602
On the Computational Landscape of Replicable Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6806
Policy Aggregation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6102
Stepping Forward on the Last Mile
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6310
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6510
Learning to Cooperate with Humans using Generative Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6110
Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6907
Corruption-Robust Linear Bandits: Minimax Optimality and Gap-Dependent Misspecification
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6908
Reinforcement Learning with Lookahead Information
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7304
Stochastic Optimal Control Matching
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7306
Low Precision Local Training is Enough for Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7001
The Space Complexity of Approximating Logistic Loss
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5700
Derandomizing Multi-Distribution Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6210
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6303
Off-Policy Selection for Initiating Human-Centric Experimental Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5701
Online Estimation via Offline Estimation: An Information-Theoretic Framework
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7308
Entity Alignment with Noisy Annotations from Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7309
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6007
Learning to Solve Quadratic Unconstrained Binary Optimization in a Classification Way
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6503
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6306
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5702
Solving Sparse \& High-Dimensional-Output Regression via Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5904
Nesterov acceleration despite very noisy gradients
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5703
Metric Transforms and Low Rank Representations of Kernels for Fast Attention
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7206
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6504
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5911
Piecewise-Stationary Bandits with Knapsacks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6803
Autobidder's Dilemma: Why More Sophisticated Autobidders Lead to Worse Auction Efficiency
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5601
DLAD: Improving Logits-based Detector without Logits from Black-box LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5704
The Price of Implicit Bias in Adversarially Robust Generalization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6705
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6605
Speculative Monte-Carlo Tree Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6104
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5905
SkipPredict: When to Invest in Predictions for Scheduling
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5705
Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5509
Reproducibility Study of "Robust Fair Clustering: A Novel Fairness Attack and Defense Framework"
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7203
Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7201
Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6401
Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7200
OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6208
Nearly Tight Black-Box Auditing of Differentially Private Machine Learning
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5708
4+3 Phases of Compute-Optimal Neural Scaling Laws
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6802
Mechanism design augmented with output advice
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6005
Collaboration! Towards Robust Neural Methods for Routing Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7101
Transformers Represent Belief State Geometry in their Residual Stream
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6109
Conformal Inverse Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6002
BitDelta: Your Fine-Tune May Only Be Worth One Bit
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7102
Spiking Transformer with Experts Mixture
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6409
Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6910
Balancing Context Length and Mixing Times for Reinforcement Learning at Scale
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5910
Bandits with Abstention under Expert Advice
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5502
Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5709
Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5710
Robust Mixture Learning when Outliers Overwhelm Small Groups
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6001
CoBo: Collaborative Learning via Bilevel Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5900
FUGAL: Feature-fortified Unrestricted Graph Alignment
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6706
Cloud Object Detector Adaptation by Integrating Different Source Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5107
Sample Efficient Bayesian Learning of Causal Graphs from Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6506
Parallelizing Model-based Reinforcement Learning Over the Sequence Length
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6307
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6308
An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5609
Near-Optimality of Contrastive Divergence Algorithms
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5810
Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5608
On the Complexity of Learning Sparse Functions with Statistical and Gradient Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6004
Fundamental Convergence Analysis of Sharpness-Aware Minimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6507
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5809
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5108
Ordering-Based Causal Discovery for Linear and Nonlinear Relations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7104
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6707
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6206
Differential Privacy in Scalable General Kernel Learning via $K$-means Nystr{\"o}m Random Features
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5808
Online Composite Optimization Between Stochastic and Adversarial Environments
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5110
Marrying Causal Representation Learning with Dynamical Systems for Science
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5009
Identifiability Guarantees for Causal Disentanglement from Purely Observational Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6602
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5908
An Improved Empirical Fisher Approximation for Natural Gradient Descent
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5008
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5807
Online Control with Adversarial Disturbance for Continuous-time Linear Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5800
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6009
A Globally Optimal Portfolio for m-Sparse Sharpe Ratio Maximization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6801
Putting Gale & Shapley to Work: Guaranteeing Stability Through Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5806
Communication Bounds for the Distributed Experts Problem
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6611
Initializing Services in Interactive ML Systems for Diverse Users
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6300
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7106
Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5804
Online Non-convex Learning in Dynamic Environments
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6800
Is Knowledge Power? On the (Im)possibility of Learning from Strategic Interactions
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5004
Intervention and Conditioning in Causal Bayesian Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7109
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7110
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6700
Contracting with a Learning Agent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5706
Credit Attribution and Stable Compression
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5805
Sample Complexity of Posted Pricing for a Single Item
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5605
Oracle-Efficient Differentially Private Learning with Public Data
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5409
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6600
Exploring the Edges of Latent State Clusters for Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5406
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5604
Provable Benefit of Cutout and CutMix for Feature Learning
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5803
Saliency-driven Experience Replay for Continual Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6000
Revisiting Ensembling in One-Shot Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6905
Progressive Entropic Optimal Transport Solvers
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5504
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6203
DataStealing: Steal Data from Diffusion Models in Federated Learning with Multiple Trojans
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6202
Sample-Efficient Private Learning of Mixtures of Gaussians
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7008
The Sample-Communication Complexity Trade-off in Federated Q-Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5802
Robust Neural Contextual Bandit against Adversarial Corruptions
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6808
Improved Regret of Linear Ensemble Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5207
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5507
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5204
PUZZLES: A Benchmark for Neural Algorithmic Reasoning
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7006
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5909
The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6201
Disentangled Style Domain for Implicit $z$-Watermark Towards Copyright Protection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6906
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6100
Differentially Private Optimization with Sparse Gradients
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6701
Efficiency of the First-Price Auction in the Autobidding World
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5102
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6900
Nearly Optimal Approximation of Matrix Functions by the Lanczos Method
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6101
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7005
B-ary Tree Push-Pull Method is Provably Efficient for Distributed Learning on Heterogeneous Data
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6702
Aggregating Quantitative Relative Judgments: From Social Choice to Ranking Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6501
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6902
Learning from Noisy Labels via Conditional Distributionally Robust Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5801
An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6703
Maximizing utility in multi-agent environments by anticipating the behavior of other learners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7003
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5105
Causal discovery with endogenous context variables
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6309
On Differentially Private U Statistics
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5902
Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6010
Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6402
Multi-turn Reinforcement Learning with Preference Human Feedback
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6704
IODA: Instance-Guided One-shot Domain Adaptation for Super-Resolution
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6304
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6107
Decision-Focused Learning with Directional Gradients
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6108
Localized Adaptive Risk Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5707
Entropy testing and its application to testing Bayesian networks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6604
Learning World Models for Unconstrained Goal Navigation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5501
Fairness-Aware Estimation of Graphical Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6610
Boosted Conformal Prediction Intervals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5610
Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5907
Why Warmup the Learning Rate? Underlying Mechanisms and Improvements
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5109
Natural Counterfactuals With Necessary Backtracking
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6404
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6904
Off-policy estimation with adaptively collected data: the power of online learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7009
Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6106
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6200
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6609
Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7004
FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6708
Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6608
Multi-Reward Best Policy Identification
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6607
Focus On What Matters: Separated Models For Visual-Based RL Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7305
Unified Generative and Discriminative Training for Multi-modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6410
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7210
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6305
Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7208
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7000
Learning-Augmented Approximation Algorithms for Maximum Cut and Related Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6209
Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6006
Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6008
Loss Landscape Characterization of Neural Networks without Over-Parametrization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5506
Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7205
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5600
Fairness-Aware Meta-Learning via Nash Bargaining
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7202
Improving Generalization and Convergence by Enhancing Implicit Regularization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6612
Adaptive Sampling for Efficient Softmax Approximation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7103
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6603
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6207
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6508
DiffPhyCon: A Generative Approach to Control Complex Physical Systems
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6601
RL-GPT: Integrating Reinforcement Learning and Code-as-policy
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5007
Proximal Causal Inference With Text Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7105
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5006
Causal Temporal Representation Learning with Nonstationary Sparse Transition
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6301
Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7108
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6509
Reward Machines for Deep RL in Noisy and Uncertain Environments
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5503
Proportional Fairness in Non-Centroid Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5505
Fair and Welfare-Efficient Constrained Multi-Matchings under Uncertainty
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5003
Higher-Order Causal Message Passing for Experimentation with Complex Interference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5002
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5005
DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6500
A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6903
Generalized Fast Exact Conformalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6809
Occupancy-based Policy Gradient: Estimation, Convergence, and Optimality
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7107
Matching the Statistical Query Lower Bound for $k$-Sparse Parity Problems with Sign Stochastic Gradient Descent
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6204
Exactly Minimax-Optimal Locally Differentially Private Sampling
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6405
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6302
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7010
Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6810
MetaCURL: Non-stationary Concave Utility Reinforcement Learning
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5106
Do causal predictors generalize better to new domains?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7007
Adaptable Logical Control for Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6807
A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5901
Multidimensional Fractional Programming for Normalized Cuts
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6901
Adaptive Experimentation When You Can't Experiment
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6003
FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6105
Stopping Bayesian Optimization with Probabilistic Regret Bounds
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5510
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5906
From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7204
On Weak Regret Analysis for Dueling Bandits
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6909
Statistical Efficiency of Distributional Temporal Difference Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6205
LLM Dataset Inference: Did you train on my dataset?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6505
Belief-State Query Policies for User-Aligned Planning under Partial Observability
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6406
Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7207
DiffPO: A causal diffusion model for learning distributions of potential outcomes
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6805
Dueling over Dessert, Mastering the Art of Repeated Cake Cutting
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7209
Self-playing Adversarial Language Game Enhances LLM Reasoning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6502
Policy Mirror Descent with Lookahead
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5903
Semidefinite Relaxations of the Gromov-Wasserstein Distance
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6103
Approximation-Aware Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6011
Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6012
Adam with model exponential moving average is effective for nonconvex optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6709
Batched Energy-Entropy acquisition for Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5104
Causal Discovery from Event Sequences by Local Cause-Effect Attribution
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5603
Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6400
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7100
Model Collapse Demystified: The Case of Regression
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6804
Polynomial-Time Computation of Exact $\Phi$-Equilibria in Polyhedral Games
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5606
Distribution Learning with Valid Outputs Beyond the Worst-Case
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7307
Generalized Eigenvalue Problems with Generative Priors
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5500
SureMap: Simultaneous mean estimation for single-task and multi-task disaggregated evaluation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6403
Federated Ensemble-Directed Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5607
Realizable $H$-Consistent and Bayes-Consistent Loss Functions for Learning to Defer
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6606
In-Trajectory Inverse Reinforcement Learning: Learn Incrementally From An Ongoing Trajectory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6710
Optimal Design for Human Preference Elicitation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5001
Causal-learn: Causal Discovery in Python
[
JMLR]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5200
Through the Looking-Glass: Tracing Shifts in AI Data Consent across the Web
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5201
ActionAtlas: A VideoQA Benchmark for Fine-grained Action Recognition
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5206
The Multimodal Universe: Enabling Large-Scale Machine Learning with 70TBs of Astronomical Scientific Data
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5210
BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5305
NovoBench: Benchmarking Deep Learning-based \emph{De Novo} Sequencing Methods in Proteomics
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5304
Evaluating Numerical Reasoning in Text-to-Image Models
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5303
DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5300
RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5403
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5404
Nuclear Fusion Diamond Polishing Dataset
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5407
RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5408
SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6407
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
