conftrace_

partial information decomposition

11 papers

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Also known as

PID

Co-occurring keywords

information theory (491) mutual information (724) synergistic information (4) unique information (4) stable distribution (4) convolution-closed distribution (2) analytical derivation (1) counterfactual reasoning (230) trajectory generation (60) text-to-image diffusion (152)

Papers

Auditing Language Model Unlearning via Information Decomposition EACL 2026
Diffusion Models for Robotics AAAI 2025
Diffusion PID: Interpreting Diffusion via Partial Information Decomposition NIPS 2024
Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions NIPS 2024
Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition ACL 2024
Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data NIPS 2023
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition JMLR 2023
Measuring Morphological Fusion Using Partial Information Decomposition COLING 2022
Estimating the Unique Information of Continuous Variables NIPS 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 NIPS 2017