3 citations · 3 across the 2 of their papers we have counts for
4 papers
Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods
Xianjie Gao, Xueguan Song, Maolin Shi +2
Because of the fast advance rate and the improved personnel safety, tunnel boring machines (TBMs) have been widely used in a variety of tunnel construction projects. The dynamic mo…
A Refined Non-asymptotic Tail Bound of Sub-Gaussian Matrix
Xianjie Gao, Hongwei Zhang
In this paper, we obtain a refined non-asymptotic tail bound for the largest singular value (the soft edge) of sub-Gaussian matrix. As an application, we use the obtained theorem t…
Small-Deviation Inequalities for Sums of Random Matrices
Xianjie Gao, Chao Zhang, Hongwei Zhang
Random matrices have played an important role in many fields including machine learning, quantum information theory and optimization. One of the main research focuses is on the dev…
Matrix Infinitely Divisible Series: Tail Inequalities and Their Applications
Chao Zhang, Xianjie Gao, Min-Hsiu Hsieh +2
In this paper, we study tail inequalities of the largest eigenvalue of a matrix infinitely divisible (i.d.) series, which is a finite sum of fixed matrices weighted by i.d. random…