information theoretic

InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective ICML 2025 Time-Aware World Model for Adaptive Prediction and Control ICML 2025 An Information-Theoretic Analysis of In-Context Learning ICML 2024 Discovering Features with Synergistic Interactions in Multiple Views ICML 2024 LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models ICML 2024 MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective ICML 2024 A Sharp Memory-Regret Trade-off for Multi-Pass Streaming Bandits COLT 2022 Information-Theoretic Generalization Bounds for Stochastic Gradient Descent COLT 2021 C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation UAI 2020 Novelty Search in Representational Space for Sample Efficient Exploration NeurIPS 2020 Nonparametric Estimation of Conditional Information and Divergences AISTATS 2012 Portmanteau Vocabularies for Multi-Cue Image Representation NeurIPS 2011 Differential Entropic Clustering of Multivariate Gaussians NeurIPS 2006