2 papers
math.ST2017
Learning Rates of Regression with q-norm Loss and Threshold
Ting Hu, Yuan Yao
This paper studies some robust regression problems associated with the -norm loss () and the -insensitive -norm loss in the reproducing kernel Hilbert space. We est…
cs.LG2014
Consistency Analysis of an Empirical Minimum Error Entropy Algorithm
Jun Fan, Ting Hu, Qiang Wu +1
In this paper we study the consistency of an empirical minimum error entropy (MEE) algorithm in a regression setting. We introduce two types of consistency. The error entropy consi…