3 citations · 3 across the 1 of their papers we have counts for
3 papers
stat.ML2018
Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit
Yang Cao, Zheng Wen, Branislav Kveton +1
Multi-armed bandit (MAB) is a class of online learning problems where a learning agent aims to maximize its expected cumulative reward while repeatedly selecting to pull arms with…
stat.AP2017★ 3 cited
Sequential Adaptive Detection for In-Situ Transmission Electron Microscopy (TEM)
Y. Cao, S. Zhu, Y. Xie +4
We develop new efficient online algorithms for detecting transient sparse signals in TEM video sequences, by adopting the recently developed framework for sequential detection join…
math.ST2017
Nearly second-order asymptotic optimality of sequential change-point detection with one-sample updates
Yang Cao, Liyan Xie, Yao Xie +1
Sequential change-point detection when the distribution parameters are unknown is a fundamental problem in statistics and machine learning. When the post-change parameters are unkn…