1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.OC2026
Unified Precision-Guaranteed Stopping Rules for Contextual Learning
Mingrui Ding, Qiuhong Zhao, Siyang Gao +1
Contextual learning seeks to learn a decision policy that maps an individual's characteristics to an action through data collection. In operations management, such data may come fr…
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…