Current Appointments & Affiliations
Assistant Professor of Statistical Science
·
2025 - Present
Statistical Science,
Trinity College of Arts & Sciences
Recent Publications
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime
Conference Advances in Neural Information Processing Systems · January 1, 2024 We study distributed goodness-of-fit testing for discrete distribution under bandwidth and differential privacy constraints. Information constraint distributed goodness-of-fit testing is a problem that has received considerable attention recently. The impo ... CiteOPTIMAL HIGH-DIMENSIONAL AND NONPARAMETRIC DISTRIBUTED TESTING UNDER COMMUNICATION CONSTRAINTS
Journal Article Annals of Statistics · June 1, 2023 We derive minimax testing errors in a distributed framework where the data is split over multiple machines and their communication to a central machine is limited to b bits. We investigate both the d- and infinite-dimensional signal detection problem under ... Full text CiteOptimal testing using combined test statistics across independent studies
Conference Advances in Neural Information Processing Systems · January 1, 2023 Combining test statistics from independent trials or experiments is a popular method of meta-analysis. However, there is very limited theoretical understanding of the power of the combined test, especially in high-dimensional models considering composite h ... CiteEducation, Training & Certifications
Delft University of Technology (The Netherlands) ·
2025
Ph.D.
Vrije Universiteit Amsterdam (The Netherlands) ·
2019
M.S.
Rijksuniversiteit Groningen (The Netherlands) ·
2017
B.S.