Density Problem and Approximation Error in Learning Theory

by Ding-Xuan Zhou
Published 2013-01-01

Analysis of Approximation by Linear Operators on Variable Lρp(·) Spaces and Applications in Learning Theory

by Bing-Zheng Li, Ding-Xuan Zhou
Published 2014-01-01

Learning Theory

by Ding-Xuan Zhou, Qiang Wu, Yiming Ying
Published 2014-01-01

Approximation Analysis of Learning Algorithms for Support Vector Regression and Quantile Regression

by Dao-Hong Xiang, Ting Hu, Ding-Xuan Zhou
Published 2012-01-01

Construction of Neural Networks for Realization of Localized Deep Learning

by Charles K. Chui, Charles K. Chui, Shao-Bo Lin, Ding-Xuan Zhou
Published 2018-05-01

Deep Net Tree Structure for Balance of Capacity and Approximation Ability

by Charles K. Chui, Charles K. Chui, Shao-Bo Lin, Shao-Bo Lin, Ding-Xuan Zhou
Published 2019-09-01