Debarghya Mukherjee

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Transfer Learning

Prediction Intervals

Stochastic Optimization

Top Venues

Publications

Jiachen Chen, Danyang Huang, Liyuan Wang, Kathryn L. Lunetta, Debarghya Mukherjee, Huimin Cheng
Transfer Learning Under High-Dimensional Graph Convolutional Regression Model for Node Classification. CoRR (2024)
Yi Sun, Debarghya Mukherjee, Yves F. Atchadé
On the estimation rate of Bayesian PINN for inverse problems. CoRR (2024)
Jiawei Ge, Debarghya Mukherjee, Jianqing Fan
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift. CoRR (2024)
Subha Maity, Debarghya Mukherjee, Moulinath Banerjee, Yuekai Sun
Predictor-corrector algorithms for stochastic optimization under gradual distribution shift. ICLR (2023)
Debarghya Mukherjee, Felix Petersen, Mikhail Yurochkin, Yuekai Sun
Domain Adaptation meets Individual Fairness. And they get along. CoRR (2022)
Subha Maity, Debarghya Mukherjee, Moulinath Banerjee, Yuekai Sun
Predictor-corrector algorithms for stochastic optimization under gradual distribution shift. CoRR (2022)
Debarghya Mukherjee, Felix Petersen, Mikhail Yurochkin, Yuekai Sun
Domain Adaptation meets Individual Fairness. And they get along. NeurIPS (2022)
Debarghya Mukherjee, Aritra Guha, Justin M. Solomon, Yuekai Sun, Mikhail Yurochkin
Outlier-Robust Optimal Transport. ICML (2021)
Felix Petersen, Debarghya Mukherjee, Yuekai Sun, Mikhail Yurochkin
Post-processing for Individual Fairness. CoRR (2021)
Felix Petersen, Debarghya Mukherjee, Yuekai Sun, Mikhail Yurochkin
Post-processing for Individual Fairness. NeurIPS (2021)
Subha Maity, Debarghya Mukherjee, Mikhail Yurochkin, Yuekai Sun
Does enforcing fairness mitigate biases caused by subpopulation shift? NeurIPS (2021)
Debarghya Mukherjee, Mikhail Yurochkin, Moulinath Banerjee, Yuekai Sun
Two Simple Ways to Learn Individual Fairness Metrics from Data. ICML (2020)
Debarghya Mukherjee, Mikhail Yurochkin, Moulinath Banerjee, Yuekai Sun
Two Simple Ways to Learn Individual Fairness Metrics from Data. CoRR (2020)
Subha Maity, Debarghya Mukherjee, Mikhail Yurochkin, Yuekai Sun
There is no trade-off: enforcing fairness can improve accuracy. CoRR (2020)