Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
Bounding distributional errors via density ratios
– Bernoulli
(2021)
27,
818
(doi: 10.3150/20-bej1256)
Single-dose BNT162b2 vaccine protects against asymptomatic SARS-CoV-2 infection
– Elife
(2021)
10,
e68808
(doi: 10.7554/eLife.68808)
High-dimensional nonparametric density estimation via symmetry and shape constraints
– The Annals of Statistics
(2021)
49,
650
(doi: 10.1214/20-AOS1972)
Minimax rates in sparse, high-dimensional change point detection
– Annals of Statistics
(2021)
49,
1081
(doi: 10.1214/20-AOS1994)
Adaptation in multivariate log-concave density estimation
– The Annals of Statistics
(2021)
49,
129
(doi: 10.1214/20-aos1950)
Optimal rates for independence testing via $U$-statistic permutation tests
(2020)
(doi: 10.48550/arxiv.2001.05513)
Classification with imperfect training labels
– Biometrika
(2020)
107,
311
(doi: 10.1093/biomet/asaa011)
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