partial information decomposition

Auditing Language Model Unlearning via Information Decomposition EACL 2026 Information-theoretic signatures of causality in Bayesian networks and hypergraphs CLeaR 2026 Diffusion Models for Robotics AAAI 2025 Partial Information Decomposition for Data Interpretability and Feature Selection AISTATS 2025 Quantifying Knowledge Distillation using Partial Information Decomposition AISTATS 2025 What should a neuron aim for? Designing local objective functions based on information theory ICLR 2025 Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions NeurIPS 2024 Demystifying Local & Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition ICLR 2024 Diffusion PID: Interpreting Diffusion via Partial Information Decomposition NeurIPS 2024 Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition ACL 2024 A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition JMLR 2023 Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data NeurIPS 2023 Disentanglement Analysis with Partial Information Decomposition ICLR 2022 Measuring Morphological Fusion Using Partial Information Decomposition COLING 2022 Estimating the Unique Information of Continuous Variables NeurIPS 2021 An Information-Theoretic Quantification of Discrimination with Exempt Features AAAI 2020 Quantifying how much sensory information in a neural code is relevant for behavior NeurIPS 2017