Generalized Optimal Matching for Inference and Policy Learning
Faculty
A Greedy Gradient Q-learning Approach for Constructing Optimal Policies in Infinite Time Horizon Settings
Researcher
Bayesian GANs and Stochastic MCMC
Faculty
Knockoffs: using machine learning for finite-sample controlled variable selection in nonparametric models
Researcher
The Remarkable Flexibility of BART
Faculty
Random Forests - a Statistical Tool for the Sciences
Faculty
Consistency of Random Forests
Faculty
Transformation Forests
Faculty
Inference for Functionals of Machine Learning Estimators
Faculty
Friends Don’t Let Friends Deploy Black-Box Models: The Importance of Transparency and Intelligibility in Machine Learnin...
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