30 citations · 39 across the 2 of their papers we have counts for
2 papers
stat.ME2019★ 9 cited
Constrained High Dimensional Statistical Inference
Ming Yu, Varun Gupta, Mladen Kolar
In typical high dimensional statistical inference problems, confidence intervals and hypothesis tests are performed for a low dimensional subset of model parameters under the assum…
cs.LG2019★ 30 cited
Convergent Policy Optimization for Safe Reinforcement Learning
Ming Yu, Zhuoran Yang, Mladen Kolar +1
We study the safe reinforcement learning problem with nonlinear function approximation, where policy optimization is formulated as a constrained optimization problem with both the…