Local nearest neighbour classification with applications to semi-supervised learning. - Timothy I. Cannings; Thomas B. Berrett; Richard J. Samworth (CoRR, 2017)

Nonparametric independence testing via mutual information. - Thomas B. Berrett; Richard J. Samworth (CoRR, 2017)

Isotonic regression with unknown permutations: Statistics, computation, and adaptation. - Ashwin Pananjady; Richard J. Samworth (CoRR, 2020)

Adaptive transfer learning. - Henry W. J. Reeve; Timothy I. Cannings; Richard J. Samworth (CoRR, 2021)

Optimal subgroup selection. - Henry W. J. Reeve; Timothy I. Cannings; Richard J. Samworth (CoRR, 2021)

A Unifying Tutorial on Approximate Message Passing. - Oliver Y. Feng; Ramji Venkataramanan; Cynthia Rush; Richard J. Samworth (Found. Trends Mach. Learn., 2022)

High-probability minimax lower bounds. - Tianyi Ma; Kabir Aladin Verchand; Richard J. Samworth (CoRR, 2024)

A new computational framework for log-concave density estimation. - Wenyu Chen 003; Rahul Mazumder; Richard J. Samworth (Math. Program. Comput., 2024)

Deep learning with missing data. - Tianyi Ma; Tengyao Wang; Richard J. Samworth (CoRR, 2025)