576 citations · 1.1k across the 42 of their papers we have counts for
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stat.ML2022★ 2 cited
Optimizing Pessimism in Dynamic Treatment Regimes: A Bayesian Learning Approach
Yunzhe Zhou, Zhengling Qi, Chengchun Shi +1
In this article, we propose a novel pessimism-based Bayesian learning method for optimal dynamic treatment regimes in the offline setting. When the coverage condition does not hold…
math.ST2022
Sliced Inverse Regression in Metric Spaces
Joni Virta, Kuang-Yao Lee, Lexin Li
In this article, we propose a general nonlinear sufficient dimension reduction (SDR) framework when both the predictor and response lie in some general metric spaces. We construct…
stat.ME2022
NAPA: Neighborhood-Assisted and Posterior-Adjusted Two-sample Inference
Li Ma, Yin Xia, Lexin Li
Two-sample multiple testing problems of sparse spatial data are frequently arising in a variety of scientific applications. In this article, we develop a novel neighborhood-assiste…