Mukherjee, Rajarshi

6 publications

JMLR 2025 Efficient and Robust Semi-Supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response Jue Hou, Rajarshi Mukherjee, Tianxi Cai

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

JMLR 2023 Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes Aaron Sonabend-W, Nilanjana Laha, Ashwin N. Ananthakrishnan, Tianxi Cai, Rajarshi Mukherjee

ICLR 2022 On the Existence of Universal Lottery Tickets Rebekka Burkholz, Nilanjana Laha, Rajarshi Mukherjee, Alkis Gotovos

NeurIPS 2022 Towards a Unified Framework for Uncertainty-Aware Nonlinear Variable Selection with Theoretical Guarantees Wenying Deng, Beau Coker, Rajarshi Mukherjee, Jeremiah Liu, Brent Coull

JMLR 2021 Adaptive Estimation of Nonparametric Functionals Lin Liu, Rajarshi Mukherjee, James M. Robins, Eric Tchetgen Tchetgen