基本信息
views: 0
Career Trajectory
Bio
I am interested in theory and methodology for network analysis, causal inference and statistical/computational tradeoffs and in applications in the social sciences. Modern data streams frequently do not follow the traditional paradigms of n independent observations on p quantities of interest. They can include complex dependencies among the observations (e.g. interference in the study of causal effects) or among the quantities of interest (e.g. probabilities of edge formation in a network). My research is concerned with developing theory and methodological tools for approaching such modern data structures by better understanding these underlying dependence structures. My work concentrates on better understanding Kronecker covariance structures as they are related to network analysis and high dimensional unbalanced factorial designs. I work on theory and methodology for high dimensional data as it relates to network analysis, causal inference and computational and statistical tradeoffs. My primary applied interest is in the health and social sciences with past and ongoing collaborations studying friendship formation in high schools, employment outcomes for college graduates and job mobility as a function of an underlying social network.
Research Interests
Papers共 59 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation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
Maxwell Allamong, Andrew Trexler, Fatima Alqabandi, Christina Tucker, Christopher A. Bail,D. Sunshine Hillygus,Alexander Volfovsky
crossref(2024)
Travis Seale-Carlisle, Saksham Jain, Courtney Lee, Caroline Levenson, Swathi Ramprasad,Brandon Garrett,Sudeepa Roy,Cynthia Rudin,Alexander Volfovsky
AAAI 2024no. 20 (2024): 22331-22340
Yandang Chen,Alexander Volfovsky
arXiv (Cornell University) (2023)
Neha R. Gupta,Vittorio Orlandi,Chia-Rui Chang,Tianyu Wang,Marco Morucci,Pritam Dey, Thomas J. Howell,Xian Sun,Angikar Ghosal,Sudeepa Roy,Cynthia Rudin,Alexander Volfovsky
ArXiv (2023)
Cited0Views0EIBibtex
0
0
NeurIPS (2023)
International Conference on Artificial Intelligence and Statistics (2023): 2134-2142
Cited0Views0EIBibtex
0
0
UAIpp.1174-1184, (2023)
Load More
Author Statistics
#Papers: 56
#Citation: 2209
H-Index: 13
G-Index: 28
Sociability: 5
Diversity: 2
Activity: 17
Co-Author
Co-Institution
D-Core
- 合作者
- 学生
- 导师
Data Disclaimer
The page data are from open Internet sources, cooperative publishers and automatic analysis results through AI technology. We do not make any commitments and guarantees for the validity, accuracy, correctness, reliability, completeness and timeliness of the page data. If you have any questions, please contact us by email: report@aminer.cn