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Thomas B. Berrett
Thomas B. Berrett
Department of Statistics, University of Warwick
Email verificata su warwick.ac.uk - Home page
Titolo
Citata da
Citata da
Anno
The conditional permutation test for independence while controlling for confounders
TB Berrett, Y Wang, RF Barber, RJ Samworth
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2020
1432020
EFFICIENT MULTIVARIATE ENTROPY ESTIMATION VIA k-NEAREST NEIGHBOUR DISTANCES
TB Berrett, RJ Samworth, M Yuan
The Annals of Statistics 47 (1), 288-318, 2019
1302019
Nonparametric independence testing via mutual information
TB Berrett, RJ Samworth
Biometrika 106 (3), 547-566, 2019
1072019
Vascular positron emission tomography and restenosis in symptomatic peripheral arterial disease: a prospective clinical study
MM Chowdhury, JM Tarkin, MS Albaghdadi, NR Evans, EPV Le, ...
Cardiovascular Imaging 13 (4), 1008-1017, 2020
542020
Local nearest neighbour classification with applications to semi-supervised learning
TI Cannings, TB Berrett, RJ Samworth
The Annals of Statistics 48 (3), 1789-1814, 2020
482020
Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms
T Berrett, C Butucea
Advances in Neural Information Processing Systems 33, 3164-3173, 2020
412020
Optimal rates for independence testing via U-statistic permutation tests
TB Berrett, I Kontoyiannis, RJ Samworth
The Annals of Statistics 49 (5), 2457-2490, 2021
382021
On robustness and local differential privacy
M Li, TB Berrett, Y Yu
The Annals of Statistics 51 (2), 717-737, 2023
262023
USP: an independence test that improves on Pearson’s chi-squared and the G-test
TB Berrett, RJ Samworth
Proceedings of the Royal Society A 477 (2256), 20210549, 2021
232021
Site and burden of lower limb atherosclerosis predicts long-term mortality in a cohort of patients with peripheral arterial disease
PJW Tern, I Kujawiak, P Saha, TB Berrett, MM Chowdhury, PA Coughlin
European Journal of Vascular and Endovascular Surgery 56 (6), 849-856, 2018
232018
Efficient functional estimation and the super-oracle phenomenon
TB Berrett, RJ Samworth
The Annals of Statistics 51 (2), 668-690, 2023
212023
Locally private online change point detection
T Berrett, Y Yu
Advances in Neural Information Processing Systems 34, 3425-3437, 2021
172021
Classification under local differential privacy
T Berrett, C Butucea
arXiv preprint arXiv:1912.04629, 2019
172019
Strongly universally consistent nonparametric regression and classification with privatised data
TB Berrett, L Györfi, H Walk
162021
Goodness-of-fit testing for Hölder continuous densities under local differential privacy
A Dubois, TB Berrett, C Butucea
Foundations of Modern Statistics, 53-119, 2019
72019
IndepTest: Nonparametric independence tests based on entropy estimation
TB Berrett, DJ Grose, RJ Samworth
R Package Version 0.2. 0, 2018
72018
Network change point localisation under local differential privacy
M Li, T Berrett, Y Yu
Advances in Neural Information Processing Systems 35, 15013-15026, 2022
62022
Modern k-nearest neighbour methods in entropy estimation, independence testing and classification
TB Berrett
52017
Optimal nonparametric testing of Missing Completely At Random and its connections to compatibility
TB Berrett, RJ Samworth
The Annals of Statistics 51 (5), 2170-2193, 2023
32023
Discussion of ‘Multi-scale Fisher’s independence test for multivariate dependence’
TB Berrett
Biometrika 109 (3), 589-592, 2022
22022
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