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Anay Mehrotra
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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
662020
Toward Controlling Discrimination in Online Ad Auctions
E Celis, A Mehrotra, N Vishnoi
International Conference on Machine Learning, 4456-4465, 2019
542019
Mitigating Bias in Set Selection With Noisy Protected Attributes
A Mehrotra, LE Celis
Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021
522021
Fair Classification With Adversarial Perturbations
LE Celis, A Mehrotra, N Vishnoi
Advances in Neural Information Processing Systems 34, 8158-8171, 2021
362021
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
262023
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
182021
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
142022
Fair Ranking With Noisy Protected Attributes
A Mehrotra, N Vishnoi
Advances in Neural Information Processing Systems 35, 31711-31725, 2022
132022
Fairness for AUC via Feature Augmentation
H Fong, V Kumar, A Mehrotra, NK Vishnoi
arXiv preprint arXiv:2111.12823, 2021
82021
Maximizing submodular functions for recommendation in the presence of biases
A Mehrotra, NK Vishnoi
Proceedings of the ACM Web Conference 2023, 3625-3636, 2023
52023
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
52022
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
32023
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
12023
Fair Classification with Partial Feedback: An Exploration-Based Data-Collection Approach
V Keswani, A Mehrotra, LE Celis
arXiv preprint arXiv:2402.11338, 2024
2024
Bias in Evaluation Processes: An Optimization-Based Model
LE Celis, A Kumar, A Mehrotra, NK Vishnoi
Advances in Neural Information Processing Systems 36, 2024
2024
Reproducibility report for: A Resizable Mini-batch Gradient Descent based on a Multi-Armed Bandit
KK Patel, A Mehrotra, T Lebailly
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Articles 1–16