Professor Richard Samworth

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

Optimal subgroup selection

HWJ Reeve, TI Cannings, RJ Samworth

(2021)

(link to publication)

Editorial: Memorial issue for Charles Stein

RJ Samworth, M Yuan

– The Annals of Statistics

(2021)

49,

1811

(doi: 10.1214/21-aos2110)

A new computational framework for log-concave density estimation

W Chen, R Mazumder, RJ Samworth

(2021)

(link to publication)

A unifying tutorial on Approximate Message Passing.

OY Feng, R Venkataramanan, C Rush, RJ Samworth

(2021)

(link to publication)

Bounding distributional errors via density ratios

L Dümbgen, RJ Samworth, JA Wellner

– Bernoulli

(2021)

27,

818

(doi: 10.3150/20-BEJ1256)

Single-dose bnt162b2 vaccine protects against asymptomatic sars-cov-2 infection

NK Jones, L Rivett, S Seaman, RJ Samworth, B Warne, C Workman, M Ferris, J Wright, N Quinnell, A Shaw, Cambridge COVID-19 Collaboration, IG Goodfellow, PJ Lehner, R Howes, G Wright, NJ Matheson, MP Weekes

– eLife

(2021)

10,

e68808

(doi: 10.7554/eLife.68808)

High-dimensional nonparametric density estimation via symmetry and shape constraints

M Xu, R Samworth

– Annals of Statistics

(2021)

49,

650

(doi: 10.1214/20-AOS1972)

Minimax rates in sparse, high-dimensional change point detection

H Liu, C Gao, RJ Samworth

– The Annals of Statistics

(2021)

49,

1081

(doi: 10.1214/20-aos1994)

Adaptation in multivariate log-concave density estimation

OY Feng, A Guntuboyina, AKH Kim, RJ Samworth

– Annals of Statistics

(2021)

49,

129

(doi: 10.1214/20-AOS1950)

Robust inference via knockoffs

RF Barber, E Candes, R Samworth

– Annals of Statistics

(2020)

48,

1409

(doi: 10.1214/19-AOS1852)

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