1.1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of Electronic Science and Technology of ChinaCN28 papers
- Shanghai Jiao Tong UniversityCN25 papers
- Stockholm UniversitySE21 papers
- Beijing Computational Science Research CenterCN19 papers
- University of the Basque CountryES19 papers
- IkerbasqueES18 papers
- National Key Laboratory of Science and Technology on CommunicationsCN17 papers
- Zhejiang UniversityCN17 papers
- Columbia UniversityUS15 papers
- City University of New YorkUS12 papers
- Massachusetts Institute of TechnologyUS12 papers
- University of California, BerkeleyUS12 papers
Showing 2017 · cs.LGShow all
2 papers · 2 filters
cs.LG2017★ 65 cited
Fast Low-Rank Bayesian Matrix Completion with Hierarchical Gaussian Prior Models
Linxiao Yang, Jun Fang, Huiping Duan +2
The problem of low rank matrix completion is considered in this paper. To exploit the underlying low-rank structure of the data matrix, we propose a hierarchical Gaussian prior mod…
cs.LG2017★ 67 cited
Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds
Shusen Wang, Alex Gittens, Michael W. Mahoney
Kernel -means clustering can correctly identify and extract a far more varied collection of cluster structures than the linear -means clustering algorithm. However, kernel $k…