Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
Deep learning with missing data
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2026)
qkag114
(doi: 10.1093/jrsssb/qkag114)
Nonparametric Inference under Shape Constraints: Past, Present, and Future
– PROCEEDINGS OF THE INTERNATIONAL CONGRESS OF MATHEMATICIANS 2026, VOL 7
(2026)
424
(doi: 10.1137/25m1805369)
Efficient and minimax optimal in-context nonparametric regression with transformers
(2026)
(doi: 10.17863/CAM.130396)
Tracking the evolution of biomarker efficacy in SARS-CoV-2: a global meta-analyses series
– Respiratory Research
(2026)
27,
265
(doi: 10.1186/s12931-026-03656-9)
Optimal convex M-estimation via score matching
– Annals of Statistics
(2026)
54,
408
(doi: 10.1214/25-aos2572)
Efficient and Minimax Optimal In-context Nonparametric Regression with Transformers
(2026)
Optimal In-context Adaptivity and Distributional Robustness of Transformers
(2025)
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