The Search for Stability: Learning Dynamics of Strategic Publishers with Initial DocumentsJournal of Artificial Intelligence Research (JAIR), 2023 |
Fair Polylog-Approximate Low-Cost Hierarchical ClusteringNeural Information Processing Systems (NeurIPS), 2023 |
Achievement and Fragility of Long-term EquitabilityAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022 |
Input-agnostic Certified Group Fairness via Gaussian Parameter SmoothingInternational Conference on Machine Learning (ICML), 2022 |
Generalized Reductions: Making any Hierarchical Clustering Fair and
Balanced with Low CostInternational Conference on Machine Learning (ICML), 2022 |
Fairness Through Counterfactual UtilitiesJournal of Artificial Intelligence Research (JAIR), 2021 |