5 citations · 5 across the 3 of their papers we have counts for
3 papers
stat.ME2026
Model-free and Distributionally Robust Feature Screening with False Discovery Control for High-Dimensional Heterogeneous Data
Cong Cheng, Runze Li, Yuan Ke
In this paper, we propose a model-free feature screening framework tailored for high-dimensional and heterogeneous datasets, based on a novel distributionally robust dependence mea…
stat.AP2023
A Likelihood Approach to Incorporating Self-Report Data in HIV Recency Classification
Wenlong Yang, Danping Liu, Le Bao +1
Estimating new HIV infections is significant yet challenging due to the difficulty in distinguishing between recent and long-term infections. We demonstrate that HIV recency status…
cs.LG2020★ 5 cited
Risk-Sensitive Deep RL: Variance-Constrained Actor-Critic Provably Finds Globally Optimal Policy
Han Zhong, Xun Deng, Ethan X. Fang +3
While deep reinforcement learning has achieved tremendous successes in various applications, most existing works only focus on maximizing the expected value of total return and thu…