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Philippe Burlina

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Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility

Feb 15, 2023
William Paul, Philip Mathew, Fady Alajaji, Philippe Burlina

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Addressing Heterogeneity in Federated Learning via Distributional Transformation

Oct 26, 2022
Haolin Yuan, Bo Hui, Yuchen Yang, Philippe Burlina, Neil Zhenqiang Gong, Yinzhi Cao

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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

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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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