Papers
12094 papers
ICLR2024
RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment
Summary pending...
Language ModelRLHFAlignment
ICLR2024
Deep Neural Networks Tend To Extrapolate Predictably
Summary pending...
extrapolationOOD generalizationdeep neural networks
ICLR2024
Conditional Information Bottleneck Approach for Time Series Imputation
Summary pending...
time series imputation; time series interpolation; information bottleneck
ICLR2024
Causal-StoNet: Causal Inference for High-Dimensional Complex Data
Summary pending...
Causal InformationStochastic Neural NetworkAdaptive Stochastic Gradient MCMC
ICLR2024
On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning
Summary pending...
Multi-Agent Reinforcement LearningConstrained reinforcement learningPrimal-Dual
ICLR2024
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation
Summary pending...
Representation LearningSpurious CorrelationsSelf-supervised Learning
ICLR2024
Federated Text-driven Prompt Generation for Vision-Language Models
Summary pending...
Vision-Language ModelsPrompt LearningFederated Learning
ICLR2024
A Lie Group Approach to Riemannian Batch Normalization
Summary pending...
Lie GroupsRiemannian Batch NormalizationSPD Neural Networks
ICLR2024
Time Fairness in Online Knapsack Problems
Summary pending...
fairnessonline knapsacklearning-augmented algorithm
ICLR2024
GOAt: Explaining Graph Neural Networks via Graph Output Attribution
Summary pending...
Graph Neural NetworksExplainabilityInterpretability
ICLR2024
Aligning Relational Learning with Lipschitz Fairness
Summary pending...
Fairness AlignmentRelational Learning
ICLR2024
Fair Classifiers that Abstain without Harm
Summary pending...
FairnessClassification with abstention
ICLR2024
DrS: Learning Reusable Dense Rewards for Multi-Stage Tasks
Summary pending...
Reward LearningMulti-stage Task
ICLR2024
A Dynamical View of the Question of Why
Summary pending...
Dynamical CausalityReinforcement Learning
ICLR2024
Variance Reduced Halpern Iteration for Finite-Sum Monotone Inclusions
Summary pending...
finite-sum problemsmonotone inclusionoperator norm residual
ICLR2024
ReMasker: Imputing Tabular Data with Masked Autoencoding
Summary pending...
Masked modeling; Tabular data imputation
ICLR2024
Teaching Arithmetic to Small Transformers
Summary pending...
Machine LearningTransformersLarge Language Models
ICLR2024
MetaPhysiCa: Improving OOD Robustness in Physics-informed Machine Learning
Summary pending...
physics-informed machine learningOOD robustnessmeta learning
ICLR2024
AUC-CL: A Batchsize-Robust Framework for Self-Supervised Contrastive Representation Learning
Summary pending...
Contrastive LearningAUC maximizationRepresentation Learning