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Instance Specific Approximations for Submodular Maximization


Feb 23, 2021
Eric Balkanski, Sharon Qian, Yaron Singer


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Adversarial Attacks on Binary Image Recognition Systems


Oct 22, 2020
Eric Balkanski, Harrison Chase, Kojin Oshiba, Alexander Rilee, Yaron Singer, Richard Wang


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An Optimal Elimination Algorithm for Learning a Best Arm


Jun 20, 2020
Avinatan Hassidim, Ron Kupfer, Yaron Singer


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Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias


Apr 26, 2020
Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Yaron Singer, Stuart Shieber


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Robustness from Simple Classifiers


Feb 21, 2020
Sharon Qian, Dimitris Kalimeris, Gal Kaplun, Yaron Singer


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The FAST Algorithm for Submodular Maximization


Jul 14, 2019
Adam Breuer, Eric Balkanski, Yaron Singer


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Predicting Choice with Set-Dependent Aggregation


Jun 14, 2019
Nir Rosenfeld, Kojin Oshiba, Yaron Singer


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Robust Attacks against Multiple Classifiers


Jun 06, 2019
Juan C. Perdomo, Yaron Singer


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Robust Influence Maximization for Hyperparametric Models


Mar 09, 2019
Dimitris Kalimeris, Gal Kaplun, Yaron Singer


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Fast Parallel Algorithms for Feature Selection


Mar 06, 2019
Sharon Qian, Yaron Singer


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Robust Classification of Financial Risk


Nov 27, 2018
Suproteem K. Sarkar, Kojin Oshiba, Daniel Giebisch, Yaron Singer

* NIPS 2018 Workshop on Challenges and Opportunities for AI in Financial Services 

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Parallelization does not Accelerate Convex Optimization: Adaptivity Lower Bounds for Non-smooth Convex Minimization


Aug 12, 2018
Eric Balkanski, Yaron Singer


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Robust Optimization for Non-Convex Objectives


Jul 04, 2017
Robert Chen, Brendan Lucier, Yaron Singer, Vasilis Syrgkanis


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The Limitations of Optimization from Samples


Nov 15, 2016
Eric Balkanski, Aviad Rubinstein, Yaron Singer


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Submodular Optimization under Noise


Nov 04, 2016
Avinatan Hassidim, Yaron Singer


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