Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
Inference in High-Dimensional Online Changepoint Detection
– Journal of the American Statistical Association
(2023)
ahead-of-print,
1461
Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning
(2023)
Efficient functional estimation and the super-oracle phenomenon
– The Annals of Statistics
(2023)
51,
668
(doi: 10.1214/23-AOS2265)
Mapping of biomarker efficacy in SARS-CoV-2: tracking the impact of viral mutations and vaccinations
(2022)
(doi: 10.1101/2022.12.03.22282974)
High-Dimensional Principal Component Analysis with Heterogeneous Missingness
– J R Stat Soc Series B Stat Methodol
(2022)
84,
2000
(doi: 10.1111/rssb.12550)
NON-GENERALISABILITY OF BIOMARKERS FOR MORTALITY IN SARS-COV-2
– ‘Infinity War’ – Ongoing clinical challenges in COVID-19
(2022)
77,
A173
The Projected Covariance Measure for assumption-lean variable significance testing
(2022)
High-dimensional Changepoint Estimation with Heterogeneous Missingness
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2022)
84,
1023
(doi: 10.1111/rssb.12540)
A Unifying Tutorial on Approximate Message Passing.
– Found. Trends Mach. Learn.
(2022)
15,
335
(doi: 10.1561/2200000092)
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