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Moritz Hardt

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Identity Matters in Deep Learning

Jul 20, 2018
Moritz Hardt, Tengyu Ma

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Model Reconstruction from Model Explanations

Jul 13, 2018
Smitha Milli, Ludwig Schmidt, Anca D. Dragan, Moritz Hardt

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When Recurrent Models Don't Need To Be Recurrent

May 29, 2018
John Miller, Moritz Hardt

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Delayed Impact of Fair Machine Learning

Apr 07, 2018
Lydia T. Liu, Sarah Dean, Esther Rolf, Max Simchowitz, Moritz Hardt

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Avoiding Discrimination through Causal Reasoning

Jan 21, 2018
Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Schölkopf

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Climbing a shaky ladder: Better adaptive risk estimation

Jun 08, 2017
Moritz Hardt

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Understanding deep learning requires rethinking generalization

Feb 26, 2017
Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals

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Equality of Opportunity in Supervised Learning

Oct 07, 2016
Moritz Hardt, Eric Price, Nathan Srebro

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Gradient Descent Learns Linear Dynamical Systems

Sep 16, 2016
Moritz Hardt, Tengyu Ma, Benjamin Recht

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Preserving Statistical Validity in Adaptive Data Analysis

Mar 02, 2016
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth

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