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Statistical Laboratory

Publications

Efficient and minimax optimal in-context nonparametric regression with transformers
M Ching, I Popescu, N Smith, T Ma, W Underwood, R Samworth
(2026)
Sharp anti-concentration inequalities for extremum statistics via copulas
MD Cattaneo, RP Masini, WG Underwood
– Bernoulli
(2026)
32,
2022
Efficient and Minimax Optimal In-context Nonparametric Regression with Transformers
M Ching, I Popescu, N Smith, T Ma, WG Underwood, RJ Samworth
(2026)
Inference with Mondrian random forests
MD Cattaneo, JM Klusowski, WG Underwood
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2025)
qkaf077
Yurinskii’s coupling for martingales
MD Cattaneo, RP Masini, WG Underwood
– The Annals of Statistics
(2025)
53,
2179
Upgrading survival models with CARE
WG Underwood, HWJ Reeve, OY Feng, SA Lambert, B Mukherjee, RJ Samworth
(2025)
Sharp Anti-Concentration Inequalities for Extremum Statistics via Copulas
MD Cattaneo, RP Masini, WG Underwood
(2025)
Uniform Inference for Kernel Density Estimators with Dyadic Data
MD Cattaneo, Y Feng, WG Underwood
– Journal of the American Statistical Association
(2023)
119,
2695
Inference with Mondrian Random Forests
MD Cattaneo, JM Klusowski, WG Underwood
(2023)
Yurinskii's Coupling for Martingales
MD Cattaneo, RP Masini, WG Underwood
(2022)
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Frontpage talks

22
Oct
16:30 - 17:30: Title to be confirmed
Peter Whittle Lecture

22
Oct
16:30 - 17:30: Title to be confirmed
Peter Whittle Lecture

23
Oct
14:00 - 15:30: Title to be confirmed
Statistics

Research Group

Statistical Laboratory

Room

D0.16