Efficient and Minimax-optimal In-context Nonparametric Regression with Transformers
M Ching, I Popescu, N Smith, T Ma, WG Underwood, RJ Samworth
(2026)
Data-driven controlled subgroup selection in clinical trials
MM Müller, B Bornkamp, F Bretz, TI Cannings, W Liu, HWJ Reeve, RJ Samworth, N Sfikas, F Wan, K Sechidis
(2025)
Learning the score under shape constraints
RM Lewis, OY Feng, HWJ Reeve, M Xu, RJ Samworth
(2025)
Provable test-time adaptivity and distributional robustness of in-context learning
T Ma, T Wang, RJ Samworth
(2025)
Nonparametric inference under shape constraints: past, present and future
RJ Samworth
(2025)
Editorial: Special Issue on "Learning Across Distribution Shifts"
S Kpotufe, RJ Samworth, Y Sun
– Statistical Science
(2025)
40,
False discovery rate control with compound p-values
RF Barber, RJ Samworth
(2025)
Upgrading survival models with CARE
WG Underwood, HWJ Reeve, OY Feng, SA Lambert, B Mukherjee, RJ Samworth
(2025)
Deep learning with missing data
T Ma, T Wang, RJ Samworth
(2025)
Testing conditional independence under isotonicity
R Hore, JA Soloff, RF Barber, RJ Samworth
(2025)
