Interventions for Ranking in the Presence of Implicit Bias LE Celis, A Mehrotra, NK Vishnoi Proceedings of the 2020 conference on fairness, accountability, and …, 2020 | 70 | 2020 |
Mitigating Bias in Set Selection With Noisy Protected Attributes A Mehrotra, LE Celis Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021 | 56 | 2021 |
Toward Controlling Discrimination in Online Ad Auctions E Celis, A Mehrotra, N Vishnoi International Conference on Machine Learning, 4456-4465, 2019 | 56 | 2019 |
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically A Mehrotra, M Zampetakis, P Kassianik, B Nelson, H Anderson, Y Singer, ... arXiv preprint arXiv:2312.02119, 2023 | 54 | 2023 |
Fair Classification With Adversarial Perturbations LE Celis, A Mehrotra, N Vishnoi Advances in Neural Information Processing Systems 34, 8158-8171, 2021 | 40 | 2021 |
The Effect of the Rooney Rule on Implicit Bias in the Long Term LE Celis, C Hays, A Mehrotra, NK Vishnoi Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021 | 20 | 2021 |
Selection in the Presence of Implicit Bias: The Advantage of Intersectional Constraints A Mehrotra, BSR Pradelski, NK Vishnoi Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 16 | 2022 |
Fair Ranking With Noisy Protected Attributes A Mehrotra, N Vishnoi Advances in Neural Information Processing Systems 35, 31711-31725, 2022 | 15 | 2022 |
Fairness for AUC via Feature Augmentation H Fong, V Kumar, A Mehrotra, NK Vishnoi arXiv preprint arXiv:2111.12823, 2021 | 12 | 2021 |
Maximizing Submodular Functions for Recommendation in the Presence of Biases A Mehrotra, NK Vishnoi Proceedings of the ACM Web Conference 2023, 3625-3636, 2023 | 6 | 2023 |
Revisiting Group Fairness Metrics: The Effect of Networks A Mehrotra, J Sachs, LE Celis Proceedings of the ACM on Human-Computer Interaction 6 (CSCW2), 1-29, 2022 | 6 | 2022 |
Subset Selection Based on Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions N Boehmer, LE Celis, L Huang, A Mehrotra, NK Vishnoi International Conference on Machine Learning, 2641-2688, 2023 | 5 | 2023 |
Bias in evaluation processes: an optimization-based model LE Celis, A Kumar, A Mehrotra, NK Vishnoi Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
Sampling individually-fair rankings that are always group fair S Gorantla, A Mehrotra, A Deshpande, A Louis Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 205-216, 2023 | 1 | 2023 |
Fair Classification with Partial Feedback: An Exploration-Based Data-Collection Approach V Keswani, A Mehrotra, LE Celis arXiv preprint arXiv:2402.11338, 2024 | | 2024 |
Reproducibility report for: A Resizable Mini-batch Gradient Descent based on a Multi-Armed Bandit KK Patel, A Mehrotra, T Lebailly | | |