Ting Hu

Stochastic Gradient Descent for Nonconvex Learning Without Bounded Gradient Assumptions

Yunwen Lei, Ting Hu, Guiying Li et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 107 citations

Computing, Computer Science, Algorithms +16

Learning Theory Approach to Minimum Error Entropy Criterion

Ting Hu, Jun Fan, Qiang Wu et al. · arXiv (Cornell University) · 2012 · 78 citations · Full text

Computing, Computer Science, Mathematics +17

Regularization schemes for minimum error entropy principle

Ting Hu, Jun Fan, Qiang Wu et al. · Analysis and Applications · 2014 · 76 citations

Computing, Computer Science, Mathematics +15

Consistency analysis of an empirical minimum error entropy algorithm

Jun Fan, Ting Hu, Qiang Wu et al. · Applied and Computational Harmonic Analysis · 2014 · 59 citations

Computing, Computer Engineering, Computer Science +11

Distributed kernel gradient descent algorithm for minimum error entropy principle

Ting Hu, Qiang Wu, Ding‐Xuan Zhou · Applied and Computational Harmonic Analysis · 2019 · 39 citations

Computing, Computer Science, Algorithms +11