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Mehryar Mohri

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A Finer Calibration Analysis for Adversarial Robustness

May 06, 2021
Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong

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Calibration and Consistency of Adversarial Surrogate Losses

May 04, 2021
Pranjal Awasthi, Natalie Frank, Anqi Mao, Mehryar Mohri, Yutao Zhong

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Communication-Efficient Agnostic Federated Averaging

Apr 06, 2021
Jae Ro, Mingqing Chen, Rajiv Mathews, Mehryar Mohri, Ananda Theertha Suresh

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Learning with User-Level Privacy

Mar 02, 2021
Daniel Levy, Ziteng Sun, Kareem Amin, Satyen Kale, Alex Kulesza, Mehryar Mohri, Ananda Theertha Suresh

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Multiple-Source Adaptation with Domain Classifiers

Aug 25, 2020
Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh, Ningshan Zhang

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Beyond Individual and Group Fairness

Aug 21, 2020
Pranjal Awasthi, Corinna Cortes, Yishay Mansour, Mehryar Mohri

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Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning

Aug 08, 2020
Sai Praneeth Karimireddy, Martin Jaggi, Satyen Kale, Mehryar Mohri, Sashank J. Reddi, Sebastian U. Stich, Ananda Theertha Suresh

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