Mukherjee, Debarghya

9 publications

NeurIPS 2025 Optimal Nuisance Function Tuning for Estimating a Doubly Robust Functional Under Proportional Asymptotics Sean McGrath, Debarghya Mukherjee, Rajarshi Mukherjee, Zixiao Wang

NeurIPS 2025 Transfer Learning on Edge Connecting Probability Estimation Under Graphon Model Yuyao Wang, Yu-Hung Cheng, Debarghya Mukherjee, Huimin Cheng

NeurIPS 2024 Optimal Aggregation of Prediction Intervals Under Unsupervised Domain Shift Jiawei Ge, Debarghya Mukherjee, Jianqing Fan

ICLR 2023 Predictor-Corrector Algorithms for Stochastic Optimization Under Gradual Distribution Shift Subha Maity, Debarghya Mukherjee, Moulinath Banerjee, Yuekai Sun

NeurIPS 2022 Domain Adaptation Meets Individual Fairness. and They Get Along. Debarghya Mukherjee, Felix Petersen, Mikhail Yurochkin, Yuekai Sun

NeurIPS 2021 Does Enforcing Fairness Mitigate Biases Caused by Subpopulation Shift? Subha Maity, Debarghya Mukherjee, Mikhail Yurochkin, Yuekai Sun

ICML 2021 Outlier-Robust Optimal Transport Debarghya Mukherjee, Aritra Guha, Justin M Solomon, Yuekai Sun, Mikhail Yurochkin

NeurIPS 2021 Post-Processing for Individual Fairness Felix Petersen, Debarghya Mukherjee, Yuekai Sun, Mikhail Yurochkin

ICML 2020 Two Simple Ways to Learn Individual Fairness Metrics from Data Debarghya Mukherjee, Mikhail Yurochkin, Moulinath Banerjee, Yuekai Sun