Rajarshi Mukherjee
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
semi-supervised learning
(2)
lottery ticket hypothesis
(1)
bayesian nonparametrics
(1)
variable selection
(1)
nonparametric bayesian
(1)
bayesian inference
(1)
statistical learning theory
(1)
uncertainty quantification
(1)
feature importance
(1)
nonparametric estimation
(1)
posterior consistency
(1)
off-policy reinforcement learning
(1)
variable importance
(1)
tree ensemble
(1)
convergence rate
(1)
propensity score
(1)
treatment effect estimation
(1)
electronic health record
(1)
doubly robust estimator
(1)
semiparametric efficiency
(1)
Papers
Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response
JMLR 2025
Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes
JMLR 2023
On the Existence of Universal Lottery Tickets
ICLR 2022
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees
NeurIPS 2022
Adaptive estimation of nonparametric functionals
JMLR 2021