Richard J. Samworth

12 papers Journal 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient and Minimax-optimal In-context Nonparametric Regression with Transformers. CoRR Michelle Ching, Ioana Popescu, Nico Smith, Tianyi Ma, William G. Underwood, Richard J. Samworth
2025	J	`jnl`	Deep learning with missing data. CoRR Tianyi Ma, Tengyao Wang, Richard J. Samworth
2025	J	`jnl`	Provable test-time adaptivity and distributional robustness of in-context learning. CoRR Tianyi Ma, Tengyao Wang, Richard J. Samworth
2024	J	`jnl`	A new computational framework for log-concave density estimation. Math. Program. Comput. Wenyu Chen, Rahul Mazumder, Richard J. Samworth
2024	J	`jnl`	High-probability minimax lower bounds. CoRR Tianyi Ma, Kabir Aladin Verchand, Richard J. Samworth
2022	J	`jnl`	A Unifying Tutorial on Approximate Message Passing. Found. Trends Mach. Learn. Oliver Y. Feng, Ramji Venkataramanan, Cynthia Rush, Richard J. Samworth
2021	J	`jnl`	A unifying tutorial on Approximate Message Passing. CoRR Oliver Y. Feng, Ramji Venkataramanan, Cynthia Rush, Richard J. Samworth
2021	J	`jnl`	Adaptive transfer learning. CoRR Henry W. J. Reeve, Timothy I. Cannings, Richard J. Samworth
2021	J	`jnl`	Optimal subgroup selection. CoRR Henry W. J. Reeve, Timothy I. Cannings, Richard J. Samworth
2020	J	`jnl`	Isotonic regression with unknown permutations: Statistics, computation, and adaptation. CoRR Ashwin Pananjady, Richard J. Samworth
2017	J	`jnl`	Local nearest neighbour classification with applications to semi-supervised learning. CoRR Timothy I. Cannings, Thomas B. Berrett, Richard J. Samworth
2017	J	`jnl`	Nonparametric independence testing via mutual information. CoRR Thomas B. Berrett, Richard J. Samworth