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Cited by
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Since 2019
Citations
10
10
h-index
2
2
i10-index
0
0
0
4
2
2022
2023
2024
4
4
1
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Co-authors
Fady Alajaji
Queen's University
Verified email at mast.queensu.ca
Philippe Burlina
JHU/CS, JHU/SOM, JHU/APL, Malone MCEH
Verified email at jhuapl.edu
Bahman Gharesifard
Professor, University of California, Los Angeles
Verified email at ucla.edu
William Paul
Johns Hopkins University Applied Physics Laboratory
Verified email at jhuapl.edu
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Adam Gronowski
Queen's University
Verified email at queensu.ca
Machine Learning
Computer Vision
Information Theory
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Year
Rényi fair information bottleneck for image classification
A Gronowski, W Paul, F Alajaji, B Gharesifard, P Burlina
2022 17th Canadian Workshop on Information Theory (CWIT), 11-15
, 2022
5
2022
Achieving utility, fairness, and compactness via tunable information bottleneck measures
A Gronowski, W Paul, F Alajaji, B Gharesifard, P Burlina
arXiv preprint arXiv:2206.10043
, 2022
4
2022
Classification utility, fairness, and compactness via tunable information bottleneck and Rényi measures
A Gronowski, W Paul, F Alajaji, B Gharesifard, P Burlina
IEEE Transactions on Information Forensics and Security
, 2023
1
2023
Information Bottleneck Methods for Fairness and Privacy in Machine Learning
A Gronowski
Queen's University (Canada)
, 2022
2022
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