基本信息
浏览量:31
职业迁徙
个人简介
I am an Assistant Professor of Information and Decision Sciences in the Carlson School of Management. In addition, I am Graduate Faculty in the Department of Biostatistics and the Data Science Program, and Affiliated Faculty in the Department of Computer Science and Engineering. My research interests—which lie at the intersection of Information Systems, Machine Learning, and Public Policy—include the development of computationally efficient algorithms for large-scale statistical machine learning and “big data” analytics. More specifically, my research seeks to demonstrate that many real-world problems faced by organizations, and society more broadly, can be reduced to the tasks of anomalous pattern detection and discovery. As a data and computational social scientist, my broad research goal is bridging the gap between machine learning and the social sciences (e.g., economics, public policy, and management) both through the application of machine learning methods to social science problems and through the integration of machine learning and econometric methodologies. My research on these topics has been published in leading Machine Learning and Statistics journals and conferences.
研究兴趣
论文共 30 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
BIOINFORMATICSno. 1 (2024)
J. Mach. Learn. Res. (2023): 133:1-133:57
引用0浏览0EI引用
0
0
CoRR (2023)
引用0浏览0EI引用
0
0
arXiv (Cornell University) (2023)
引用0浏览0引用
0
0
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