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 Amplification of Iterative Algorithms via Contraction Coefficients

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

* Submitted for publication 

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Theoretical Guarantees for Model Auditing with Finite Adversaries

Nov 08, 2019
Mario Diaz, Peter Kairouz, Jiachun Liao, Lalitha Sankar

* 18 pages, 1 figure 

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A Tunable Loss Function for Classification

Jun 26, 2019
Tyler Sypherd, Mario Diaz, Harshit Laddha, Lalitha Sankar, Peter Kairouz, Gautam Dasarathy

* Corrected email address 

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A Tunable Loss Function for Binary Classification

Mar 19, 2019
Tyler Sypherd, Mario Diaz, Lalitha Sankar, Peter Kairouz

* 9 pages, 1 figure, ISIT 2019 

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Information Extraction Under Privacy Constraints

Jan 17, 2016
Shahab Asoodeh, Mario Diaz, Fady Alajaji, Tamás Linder

* 55 pages, 6 figures. Improved the organization and added detailed literature review 

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