Search Results for author: Brent Logan

Found 2 papers, 0 papers with code

Fully Nonparametric Bayesian Additive Regression Trees

no code implementations29 Jun 2018 Edward George, Prakash Laud, Brent Logan, Robert McCulloch, Rodney Sparapani

BART can uncover complex regression functions with high dimensional regressors in a fairly automatic way and provide Bayesian quantification of the uncertainty through the posterior.

regression Uncertainty Quantification

Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data

no code implementations28 Jan 2018 Ning Liu, Ying Liu, Brent Logan, Zhiyuan Xu, Jian Tang, Yanzhi Wang

This paper presents the first deep reinforcement learning (DRL) framework to estimate the optimal Dynamic Treatment Regimes from observational medical data.

reinforcement-learning Reinforcement Learning (RL)

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