Zheng-Chu Guo

Learning theory of distributed spectral algorithms

Zheng-Chu Guo, Shao-Bo Lin, Ding‐Xuan Zhou · Inverse Problems · 2017 · 124 citations

Spectral Theory, Engineering, Machine Learning +17

Generalization bounds for metric and similarity learning

Qiong Cao, Zheng-Chu Guo, Yiming Ying · Machine Learning · 2015 · 98 citations · Full text

Engineering, Information Retrieval, Machine Learning +8

Concentration estimates for learning with unbounded sampling

Zheng-Chu Guo, Ding‐Xuan Zhou · Advances in Computational Mathematics · 2011 · 50 citations

Concentration Estimates, Engineering, Machine Learning +6

Learning Theory of Distributed Regression with Bias Corrected\n Regularization Kernel Network

Zheng-Chu Guo, Lei Shi, Qiang Wu · arXiv (Cornell University) · 2017 · 35 citations · Full text

Distributed learning with multi-penalty regularization

Zheng-Chu Guo, Shao-Bo Lin, Lei Shi · Applied and Computational Harmonic Analysis · 2017 · 28 citations

Engineering, Machine Learning, Parallel Learning +4