Instance Specific Approximations for Submodular Maximization.
Proceedings of the 38th International Conference on Machine Learning, 2021
Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias.
CoRR, 2020
Robustness from Simple Classifiers.
CoRR, 2020
Investigating Gender Bias in Language Models Using Causal Mediation Analysis.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
The Adaptive Complexity of Maximizing a Gross Substitutes Valuation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Fast Parallel Algorithms for Feature Selection.
CoRR, 2019
Fast Parallel Algorithms for Statistical Subset Selection Problems.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019