Estimating the Unique Information of Continuous Variables

Estimating the Unique Information of Continuous Variables

30 January 2021

Amin Nejatbakhsh

Abdullah Makkeh

Papers citing "Estimating the Unique Information of Continuous Variables"

11 / 11 papers shown

Title
Quantifying Knowledge Distillation Using Partial Information Decomposition Pasan Dissanayake Faisal Hamman Barproda Halder Ilia Sucholutsky Qiuyi Zhang Sanghamitra Dutta 36 0 0 12 Nov 2024
Quantifying Spuriousness of Biased Datasets Using Partial Information Decomposition Barproda Halder Faisal Hamman Pasan Dissanayake Qiuyi Zhang Ilia Sucholutsky Sanghamitra Dutta 33 2 0 29 Jun 2024
A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition Faisal Hamman Sanghamitra Dutta 47 2 0 07 Jun 2024
Partial Information Decomposition for Data Interpretability and Feature Selection Charles Westphal Stephen Hailes Mirco Musolesi 40 0 0 29 May 2024
Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation David A. Ehrlich Kyle Schick-Poland Abdullah Makkeh Felix Lanfermann Patricia Wollstadt Michael Wibral 21 9 0 10 Nov 2023
Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition Faisal Hamman Sanghamitra Dutta FedML 25 11 0 21 Jul 2023
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework Paul Pu Liang Yun Cheng Xiang Fan Chun Kai Ling Suzanne Nie ... Nicholas B. Allen Randy P. Auerbach Faisal Mahmood Ruslan Salakhutdinov Louis-Philippe Morency 40 29 0 23 Feb 2023
Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks A. Proca F. Rosas A. Luppi D. Bor Matthew Crosby P. Mediano 24 21 0 06 Oct 2022
Quantifying Feature Contributions to Overall Disparity Using Information Theory Sanghamitra Dutta Praveen Venkatesh P. Grover FAtt 16 5 0 16 Jun 2022
Disentanglement Analysis with Partial Information Decomposition Seiya Tokui Issei Sato CoGe DRL 12 15 0 31 Aug 2021
Mutual information is copula entropy Jian Ma Zeng-qi Sun 82 153 0 06 Aug 2008