1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2019★ 1 cited
On Constructing Confidence Region for Model Parameters in Stochastic Gradient Descent via Batch Means
Yi Zhu, Jing Dong
In this paper, we study a simple algorithm to construct asymptotically valid confidence regions for model parameters using the batch means method. The main idea is to cancel out th…
math.PR2017
Three Asymptotic Regimes for Ranking and Selection with General Sample Distributions
Jing Dong, Yi Zhu
In this paper, we study three asymptotic regimes that can be applied to ranking and selection (R&S) problems with general sample distributions. These asymptotic regimes are constru…