no code implementations • 27 Nov 2019 • Chenghao Guo, Zhiyi Huang, Zhihao Gavin Tang, Xinzhi Zhang
This paper explores a theory of generalization for learning problems on product distributions, complementing the existing learning theories in the sense that it does not rely on any complexity measures of the hypothesis classes.
1 code implementation • 13 Aug 2017 • Chenzi Zhang, Fan Wei, Qin Liu, Zhihao Gavin Tang, Zhenguo Li
We provide a worst-case upper bound of replication factor for our heuristic on general graphs.
no code implementations • ICML 2017 • Chenzi Zhang, Shuguang Hu, Zhihao Gavin Tang, T-H. Hubert Chan
We revisit semi-supervised learning on hypergraphs.
