
Alexandra Chouldechova
Assistant Professor
Heinz College of Information Systems and Public Policy
Carnegie Mellon University;Institute for Software Research, School of Computer Science, Carnegie Mellon University;Department of Statistics&Data Science, Dietrich College of Humanities and Social Sciences, Carnegie Mellon University
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基本信息
views: 103

Bio
Alexandra's main research interests are in high dimensional statistics and large scale hypothesis testing. She is particularly interested in estimation and statistical inference in settings where the data is spatially or temporally structured. Her current research focuses on developing inferential procedures for anomaly detection problems in cases where multiple anomalies are expected to occur. Alexandra is also actively looking for ways to take advantage of modern statistical methods in social science applications.
Research Interests
Papers共 67 篇Author StatisticsCo-AuthorSimilar Experts
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AIES '24 Proceedings of the 2024 AAAI/ACM Conference on AI, Ethics, and Societypp.281-292, (2025)
Human Genetics and Genomics Advancesno. 2 (2024): 100280-100280
CoRR (2024)
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CoRR (2024)
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A. Feder Cooper,Christopher A. Choquette-Choo,Miranda Bogen,Matthew Jagielski, Katja Filippova,Ken Ziyu Liu,Alexandra Chouldechova,Jamie Hayes,Yangsibo Huang,Niloofar Mireshghallah,Ilia Shumailov,Eleni Triantafillou,Peter Kairouz, Nicole Mitchell,Percy Liang,Daniel E. Ho,Yejin Choi,Sanmi Koyejo, Fernando Delgado,James Grimmelmann, Vitaly Shmatikov,Christopher De Sa,Solon Barocas, Amy Cyphert,Mark Lemley,Danah Boyd,Jennifer Wortman Vaughan,Miles Brundage, David Bau, Seth Neel,Abigail Z. Jacobs, Andreas Terzis,Hanna Wallach,Nicolas Papernot,Katherine Lee
CoRR (2024)
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PROCEEDINGS OF THE 2024 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2024pp.313-325, (2024)
Hanna Wallach, Meera Desai,A. Feder Cooper,Angelina Wang, Chad Atalla, Solon Barocas, Su Lin Blodgett,Alexandra Chouldechova, Emily Corvi, P. Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Nicholas Pangakis, Stefanie Reed,Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington,Abigail Z. Jacobs
CoRR (2024)
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AAAI/ACM Conference on AI, Ethics, and Societypp.670-682, (2024)
Alexandra Chouldechova,Chad Atalla,Solon Barocas,A. Feder Cooper, Emily Corvi, P. Alex Dow,Jean Garcia-Gathright, Nicholas Pangakis, Stefanie Reed,Emily Sheng, Dan Vann, Matthew Vogel, Hannah Washington,Hanna Wallach
CoRR (2024)
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PROCEEDINGS OF THE 2024 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2024pp.1355-1382, (2024)
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Author Statistics
#Papers: 67
#Citation: 3637
H-Index: 24
G-Index: 44
Sociability: 5
Diversity: 1
Activity: 10
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