Richard J. Samworth

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Probabilistic Inference

Nearest Neighbour Classification

Message Passing

Top Venues

Found. Trends Mach. Learn.

Math. Program. Comput.

Publications

Tianyi Ma, Kabir Aladin Verchand, Richard J. Samworth
High-probability minimax lower bounds. CoRR (2024)
Wenyu Chen, Rahul Mazumder, Richard J. Samworth
A new computational framework for log-concave density estimation. Math. Program. Comput. 16 (2) (2024)
Oliver Y. Feng, Ramji Venkataramanan, Cynthia Rush, Richard J. Samworth
A Unifying Tutorial on Approximate Message Passing. Found. Trends Mach. Learn. 15 (4) (2022)
Henry W. J. Reeve, Timothy I. Cannings, Richard J. Samworth
Optimal subgroup selection. CoRR (2021)
Oliver Y. Feng, Ramji Venkataramanan, Cynthia Rush, Richard J. Samworth
A unifying tutorial on Approximate Message Passing. CoRR (2021)
Henry W. J. Reeve, Timothy I. Cannings, Richard J. Samworth
Adaptive transfer learning. CoRR (2021)
Ashwin Pananjady, Richard J. Samworth
Isotonic regression with unknown permutations: Statistics, computation, and adaptation. CoRR (2020)
Thomas B. Berrett, Richard J. Samworth
Nonparametric independence testing via mutual information. CoRR (2017)
Timothy I. Cannings, Thomas B. Berrett, Richard J. Samworth
Local nearest neighbour classification with applications to semi-supervised learning. CoRR (2017)