Papers
12094 papers
ICLR2024
Learning Optimal Contracts: How to Exploit Small Action Spaces
Summary pending...
principal-agent problemssample complexityonline learning
ICLR2024
CPPO: Continual Learning for Reinforcement Learning with Human Feedback
Summary pending...
lifelong learningreinforcement learninghuman feedback
ICLR2024
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions
Summary pending...
language modelslyingdeception
ICLR2024
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
Summary pending...
large language modelsknowledge graphsreasoning
ICLR2024
First-order ANIL provably learns representations despite overparametrisation
Summary pending...
meta-learningmisspecificationoverparametrization
ICLR2024
On Harmonizing Implicit Subpopulations
Summary pending...
imbalanced learningsubpopulation imbalance
ICLR2024
Towards Cheaper Inference in Deep Networks with Lower Bit-Width Accumulators
Summary pending...
Deep Neural NetworksQuantized Neural NetworksNetwork Quantization
ICLR2024
Neural Fourier Transform: A General Approach to Equivariant Representation Learning
Summary pending...
Fourier transformequivarianceharmonic analysis
ICLR2024
The optimality of kernel classifiers in Sobolev space
Summary pending...
kernel classificationminimax optimalityneural network classifiers
ICLR2024
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
Summary pending...
Out-of-Distribution generalizationSharpnessRobustness
ICLR2024
Training Unbiased Diffusion Models From Biased Dataset
Summary pending...
diffusion modeldensity ratio estimationdataset bias
ICLR2024
Out-of-Variable Generalisation for Discriminative Models
Summary pending...
Out-of-Variable GeneralizationCausality
ICLR2024
Bandits with Replenishable Knapsacks: the Best of both Worlds
Summary pending...
online learningbandits with knapsackbest-of-both-worlds
ICLR2024
Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations
Summary pending...
Reinforcement LearningRobustnessAdversarial Learning
ICLR2024
Learning Multi-Faceted Prototypical User Interests
Summary pending...
multi-faceted representationuser interestsitem characteristics
ICLR2024
A Multi-Level Framework for Accelerating Training Transformer Models
Summary pending...
Large ModelTransformerMulti-Level
ICLR2024
Online Information Acquisition: Hiring Multiple Agents
Summary pending...
online learninginformation acquisitionmechanism design
ICLR2024
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
Summary pending...
Generative ClusteringMultimodal VAEsVariational Autoencoder
ICLR2024
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
Summary pending...
EEGbrain-computer interfacerepresentation learning
ICLR2024
Unraveling the Key Components of OOD Generalization via Diversification
Summary pending...
Algorithm DesignDiversityOOD Generalization