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The Statistics Clinic

William George Underwood

Publications

Efficient and Minimax-optimal In-context Nonparametric Regression with Transformers
M Ching, I Popescu, N Smith, T Ma, WG Underwood, RJ Samworth
(2026)
(link to publication)
Inference with Mondrian random forests
MD Cattaneo, JM Klusowski, WG Underwood
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2025)
qkaf077
(doi: 10.1093/jrsssb/qkaf077)
Yurinskii’s coupling for martingales
MD Cattaneo, RP Masini, WG Underwood
– Annals of Statistics
(2025)
53,
2179
(doi: 10.1214/25-AOS2538)
Upgrading survival models with CARE
WG Underwood, HWJ Reeve, OY Feng, SA Lambert, B Mukherjee, RJ Samworth
(2025)
(link to publication)
Sharp Anti-Concentration Inequalities for Extremum Statistics via Copulas
MD Cattaneo, RP Masini, WG Underwood
(2025)
(link to publication)
Uniform Inference for Kernel Density Estimators with Dyadic Data
MD Cattaneo, Y Feng, WG Underwood
– Journal of the American Statistical Association
(2023)
119,
2695
(doi: 10.1080/01621459.2023.2272785)
Inference with Mondrian Random Forests
MD Cattaneo, JM Klusowski, WG Underwood
(2023)
(link to publication)
Yurinskii's Coupling for Martingales
MD Cattaneo, RP Masini, WG Underwood
(2022)
(link to publication)
Uniform Inference for Kernel Density Estimators with Dyadic Data
MD Cattaneo, Y Feng, WG Underwood
(2022)
(link to publication)
Motif-Based Spectral Clustering of Weighted Directed Networks
WG Underwood, A Elliott, M Cucuringu
(2020)
(link to publication)

Research Group

Statistics Clinic

Room

D0.16

Study at Cambridge

About the University

Research at Cambridge