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Faculty of Mathematics

 

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

High-probability minimax lower bounds
T Ma, KA Verchand, RJ Samworth
(2024)
A new computational framework for log-concave density estimation
W Chen, R Mazumder, RJ Samworth
– Mathematical Programming Computation
(2024)
1
Optimal convex $M$-estimation via score matching
OY Feng, Y-C Kao, M Xu, RJ Samworth
(2024)
Optimal subgroup selection
HWJ Reeve, TI Cannings, RJ Samworth
– The Annals of Statistics
(2023)
51,
2342
Optimal nonparametric testing of Missing Completely At Random, and its connections to compatibility
TB Berrett, RJ Samworth
– Annals of Statistics
(2023)
51,
2170
Inference in High-Dimensional Online Changepoint Detection
Y Chen, T Wang, RJ Samworth
– Journal of the American Statistical Association
(2023)
ahead-of-print,
1
Isotonic subgroup selection
MM Müller, HWJ Reeve, TI Cannings, RJ Samworth
(2023)
Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning
T Wang, E Dobriban, M Gataric, RJ Samworth
(2023)
Efficient functional estimation and the super-oracle phenomenon
TB Berrett, RJ Samworth
– Annals of Statistics
(2023)
51,
668
High-dimensional principal component analysis with heterogeneous missingness
Z Zhu, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B (Statistical Methodology)
(2022)
84,
2000
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Research Groups

Cantab Capital Institute for the Mathematics of Information
Centre for Mathematical Imaging in Healthcare
Statistical Laboratory

Room

D1.18

Telephone

01223 337950