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02/23/2021
Instance Specific Approximations for Submodular Maximization
For many optimization problems in machine learning, finding an optimal s...
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04/26/2020
Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias
Common methods for interpreting neural models in natural language proces...
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02/21/2020
Robustness from Simple Classifiers
Despite the vast success of Deep Neural Networks in numerous application...
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03/06/2019