基本信息
浏览量:133
职业迁徙
个人简介
Specific Research Interests
My primary research interest is on analyzing big data where the signals we are searching for, although quite numerous overall, are sparse compared to the number of would-be false signals and are also individually weak. In this "rare and weak" setting, classical methods and most modern empirical methods are simply overwhelmed. I have been developing methods appropriate for such settings in the past years, studying problems in various areas including large-scale testing, classification, clustering, variable selection, and most recently, network analysis and low-rank matrix recovery. I am interested in statistical machine learning, social networks, genomics and genetics, and neuroscience.
My primary research interest is on analyzing big data where the signals we are searching for, although quite numerous overall, are sparse compared to the number of would-be false signals and are also individually weak. In this "rare and weak" setting, classical methods and most modern empirical methods are simply overwhelmed. I have been developing methods appropriate for such settings in the past years, studying problems in various areas including large-scale testing, classification, clustering, variable selection, and most recently, network analysis and low-rank matrix recovery. I am interested in statistical machine learning, social networks, genomics and genetics, and neuroscience.
研究兴趣
论文共 104 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
ICLR 2024 (2024)
引用0浏览0引用
0
0
arxiv(2024)
引用0浏览0引用
0
0
CoRR (2024)
引用0浏览0EI引用
0
0
CoRR (2023): 1166404-1166404
ANNALS OF APPLIED STATISTICSno. 3 (2023): 2410-2431
引用0浏览0引用
0
0
Journal of Econometricspp.105369-105369, (2023)
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn