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Flavio P. Calmon

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CPR: Classifier-Projection Regularization for Continual Learning

Jun 12, 2020
Sungmin Cha, Hsiang Hsu, Flavio P. Calmon, Taesup Moon

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To Split or Not to Split: The Impact of Disparate Treatment in Classification

Feb 12, 2020
Hao Wang, Hsiang Hsu, Mario Diaz, Flavio P. Calmon

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Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups

Feb 04, 2020
Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flavio P. Calmon, Slava Voloshynovskiy

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Privacy Amplification of Iterative Algorithms via Contraction Coefficients

Jan 17, 2020
Shahab Asoodeh, Mario Diaz, Flavio P. Calmon

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A Better Bound Gives a Hundred Rounds: Enhanced Privacy Guarantees via $f$-Divergences

Jan 16, 2020
Shahab Asoodeh, Jiachun Liao, Flavio P. Calmon, Oliver Kosut, Lalitha Sankar

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Correspondence Analysis Using Neural Networks

Feb 21, 2019
Hsiang Hsu, Salman Salamatian, Flavio P. Calmon

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Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions

Jan 29, 2019
Hao Wang, Berk Ustun, Flavio P. Calmon

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Correspondence Analysis of Government Expenditure Patterns

Nov 29, 2018
Hsiang Hsu, Flavio P. Calmon, José Cândido Silveira Santos Filho, Andre P. Calmon, Salman Salamatian

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Privacy with Estimation Guarantees

Sep 18, 2018
Hao Wang, Lisa Vo, Flavio P. Calmon, Muriel Médard, Ken R. Duffy, Mayank Varia

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Deep Orthogonal Representations: Fundamental Properties and Applications

Jun 21, 2018
Hsiang Hsu, Salman Salamatian, Flavio P. Calmon

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