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Statistical Laboratory

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)

Frontpage talks

Probability
Anirban Basak (ICTS, Tata Institute)
Statistics
Botond Szabo (Bocconi University)
17
Feb
14:00 - 15:00: Tba
Probability
Erwin Bolthausen (Universität Zürich)
18
Feb
16:30 - 18:00: Statistics Clinic Lent 2026 III
Cambridge Statistics Clinic
Speaker to be confirmed
Statistics
Chiara Amorino (Universitat Pompeu Fabra)

Research Group

Statistical Laboratory

Room

D0.16

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