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Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures


Jun 20, 2022
Adam Gronowski , William Paul , Fady Alajaji , Bahman Gharesifard , Philippe Burlina

* arXiv admin note: text overlap with arXiv:2203.04950 

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Renyi Fair Information Bottleneck for Image Classification


Mar 09, 2022
Adam Gronowski , William Paul , Fady Alajaji , Bahman Gharesifard , Philippe Burlina


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Robustness and Adaptation to Hidden Factors of Variation


Mar 03, 2022
William Paul , Philippe Burlina


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EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation


Feb 28, 2022
Haolin Yuan , Armin Hadzic , William Paul , Daniella Villegas de Flores , Philip Mathew , John Aucott , Yinzhi Cao , Philippe Burlina


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Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose?


Aug 16, 2021
Max Lennon , Nathan Drenkow , Philippe Burlina


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Generalizing Fairness: Discovery and Mitigation of Unknown Sensitive Attributes


Jul 28, 2021
William Paul , Philippe Burlina


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Practical Blind Membership Inference Attack via Differential Comparisons


Jan 07, 2021
Bo Hui , Yuchen Yang , Haolin Yuan , Philippe Burlina , Neil Zhenqiang Gong , Yinzhi Cao


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Objectness-Guided Open Set Visual Search and Closed Set Detection


Dec 11, 2020
Nathan Drenkow , Philippe Burlina , Neil Fendley , Kachi Odoemene , Jared Markowitz


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Random Projections for Adversarial Attack Detection


Dec 11, 2020
Nathan Drenkow , Neil Fendley , Philippe Burlina


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