Celis, L. Elisa

13 publications

ICML 2025 A Mathematical Framework for AI-Human Integration in Work L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi

NeurIPS 2025 Strategic Costs of Perceived Bias in Fair Selection L. Elisa Celis, Lingxiao Huang, Milind Sohoni, Nisheeth K. Vishnoi

ICML 2024 Centralized Selection with Preferences in the Presence of Biases L. Elisa Celis, Amit Kumar, Nisheeth K. Vishnoi, Andrew Xu

ICML 2024 Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach Vijay Keswani, Anay Mehrotra, L. Elisa Celis

NeurIPS 2023 Bias in Evaluation Processes: An Optimization-Based Model L. Elisa Celis, Amit Kumar, Anay Mehrotra, Nisheeth K. Vishnoi

ICML 2023 Subset Selection Based on Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions Niclas Boehmer, L. Elisa Celis, Lingxiao Huang, Anay Mehrotra, Nisheeth K. Vishnoi

NeurIPS 2021 Fair Classification with Adversarial Perturbations L. Elisa Celis, Anay Mehrotra, Nisheeth Vishnoi

ICML 2021 Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees L. Elisa Celis, Lingxiao Huang, Vijay Keswani, Nisheeth K. Vishnoi

ICML 2020 Data Preprocessing to Mitigate Bias: A Maximum Entropy Based Approach L. Elisa Celis, Vijay Keswani, Nisheeth Vishnoi

NeurIPS 2019 Assessing Social and Intersectional Biases in Contextualized Word Representations Yi Chern Tan, L. Elisa Celis

IJCAI 2018 Balanced News Using Constrained Bandit-Based Personalization Sayash Kapoor, Vijay Keswani, Nisheeth K. Vishnoi, L. Elisa Celis

IJCAI 2018 Multiwinner Voting with Fairness Constraints L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi

AAAI 2012 Approximately Revenue-Maximizing Auctions for Deliberative Agents L. Elisa Celis, Anna R. Karlin, Kevin Leyton-Brown, C. Thach Nguyen, David R. M. Thompson