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stat.ME2023
Causal inference with Machine Learning-Based Covariate Representation
Yuhang Wu, Jinghai He, Zeyu Zheng
Utilizing covariate information has been a powerful approach to improve the efficiency and accuracy for causal inference, which support massive amount of randomized experiments run…
stat.ME2022★ 1 cited
Joint Optimization and Statistical Inference for Zero-th Order Simulation Optimization
Yuhang Wu, Zeyu Zheng, Yingfei Wang +3
We consider stochastic optimization problems with the dual tasks of (i) effectively finding the optimizer and (ii) reliably conducting statistical inference for the optimal objecti…