Richard Samworth
48 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0003-2426-4679
Statistical Laboratory, University of Cambridge , CB3 0WB , UK
Publications
- Optimal convex M-estimation via score matching — The Annals of Statistics 2026
- Sharp-SSL: Selective High-Dimensional Axis-Aligned Random Projections for Semi-Supervised Learning — Journal of the American Statistical Association 2025
- Isotonic subgroup selection — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
- Inference in High-Dimensional Online Changepoint Detection — Journal of the American Statistical Association 2024
- The projected covariance measure for assumption-lean variable significance testing — The Annals of Statistics 2024
- Efficient functional estimation and the super-oracle phenomenon — The Annals of Statistics 2023
- Optimal subgroup selection — The Annals of Statistics 2023
- Optimal nonparametric testing of Missing Completely At Random and its connections to compatibility — The Annals of Statistics 2023
- High-dimensional principal component analysis with heterogeneous missingness — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
- Nonparametric, tuning-free estimation of S-shaped functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
- High-dimensional changepoint estimation with heterogeneous missingness — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
- High-dimensional, multiscale online changepoint detection — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
- Isotonic regression with unknown permutations: Statistics, computation and adaptation — The Annals of Statistics 2022
- Editorial: Memorial issue for Charles Stein — The Annals of Statistics 2021
- Minimax rates in sparse, high-dimensional change point detection — The Annals of Statistics 2021
- Preface: Section of memorial articles for Willem van Zwet — The Annals of Statistics 2021
- Adaptation in multivariate log-concave density estimation — The Annals of Statistics 2021
- Adaptive transfer learning — The Annals of Statistics 2021
- High-dimensional nonparametric density estimation via symmetry and shape constraints — The Annals of Statistics 2021
- Optimal rates for independence testing via U-statistic permutation tests — The Annals of Statistics 2021
- Classification with imperfect training labels — Biometrika 2020
- Goodness-of-fit testing in high dimensional generalized linear models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2020
- Sparse principal component analysis via axis-aligned random projections — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2020
- The conditional permutation test for independence while controlling for confounders — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2020
- Local nearest neighbour classification with applications to semi-supervised learning — The Annals of Statistics 2020
- Robust inference with knockoffs — The Annals of Statistics 2020
- Efficient multivariate entropy estimation via $k$-nearest neighbour distances — The Annals of Statistics 2019
- Nonparametric independence testing via mutual information — Biometrika 2019
- Isotonic regression in general dimensions — The Annals of Statistics 2019
- Adaptation in log-concave density estimation — The Annals of Statistics 2018
- High dimensional change point estimation via sparse projection — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
- Random-projection ensemble classification — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
- Generalized additive and index models with shape constraints — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
- Peter Hall’s work on high-dimensional data and classification — The Annals of Statistics 2016
- Global rates of convergence in log-concave density estimation — The Annals of Statistics 2016
- A useful variant of the Davis–Kahan theorem for statisticians — Biometrika 2015
- Comment — Journal of the American Statistical Association 2015
- Independent component analysis via nonparametric maximum likelihood estimation — The Annals of Statistics 2012
- Comment — Journal of the American Statistical Association 2011
- Approximation by log-concave distributions, with applications to regression — The Annals of Statistics 2011 (name-matched, not ORCID-linked)
- Maximum likelihood estimation of a multi-dimensional log-concave density — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2010
- Asymptotics and optimal bandwidth selection for highest density region estimation — The Annals of Statistics 2010
- Ultrahigh Dimensional Feature Selection: Beyond The Linear Model — Journal of Machine Learning Research 2009 (name-matched, not ORCID-linked)
- Choice of neighbor order in nearest-neighbor classification — The Annals of Statistics 2008
- Small confidence sets for the mean of a spherically symmetric distribution — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005
- Properties of bagged nearest neighbour classifiers — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005
- A note on methods of restoring consistency to the bootstrap — Biometrika 2003
- False discovery rate control with compound p-values — Journal of the Royal Statistical Society: Series B (Statistical Methodology)