1.6k citations
- Tsinghua UniversityCN31 papers
- Chinese Academy of SciencesCN29 papers
- Ministry of Industry and Information TechnologyCN23 papers
- Xi'an Jiaotong UniversityCN19 papers
- Xidian UniversityCN19 papers
- University of Chinese Academy of SciencesCN18 papers
- Fudan UniversityCN17 papers
- Centre National de la Recherche ScientifiqueFR15 papers
- Australian National UniversityAU12 papers
- Nanyang Technological UniversitySG12 papers
- Moscow Institute of Physics and TechnologyRU11 papers
- Nankai UniversityCN11 papers
Showing 2022 · cs.LGShow all
3 papers · 2 filters
cs.LG2022★ 146 cited
Positive-incentive Noise
Xuelong Li
Noise is conventionally viewed as a severe problem in diverse fields, e.g., engineering, learning systems. However, this paper aims to investigate whether the conventional proposit…
cs.LG2022★ 34 cited
Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning
Xuelong Li, Hongyuan Zhang, Rui Zhang
The existing matrix completion methods focus on optimizing the relaxation of rank function such as nuclear norm, Schatten-p norm, etc. They usually need many iterations to converge…
cs.LG2022★ 32 cited
Adaptive neighborhood Metric learning
Kun Song, Junwei Han, Gong Cheng +2
In this paper, we reveal that metric learning would suffer from serious inseparable problem if without informative sample mining. Since the inseparable samples are often mixed with…