William George Underwood | Department of Pure Mathematics and Mathematical Statistics

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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)