3 citations · 7 across the 9 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
math.ST2024
Gradient descent inference in empirical risk minimization
Qiyang Han, Xiaocong Xu
Gradient descent is one of the most widely used iterative algorithms in modern statistical learning. However, its precise algorithmic dynamics in high-dimensional settings remain o…
stat.ML2024
Allocation Stability and Wald Inference under Variance-Aware UCB
Yingying Fan, Yuxuan Han, Jinchi Lv +2
Allocation stability is often used to justify Gaussian inference from bandit data, but when is it necessary? In this paper, we address this question for a two-armed, fixed-horizon…
math.PR2024
Phase transition for the bottom singular vector of rectangular random matrices
Zhigang Bao, Jaehun Lee, Xiaocong Xu
In this paper, we consider the rectangular random matrix whose entries are iid with tail for some .…