Alexandre Thiery

Cited by

	All	Since 2016
Citations	926	790
h-index	14	13
i10-index	17	17

240

120

180

20132014201520162017201820192020202113 31 69 87 70 138 178 235 73

Public access

View all

8 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Michaël J.A. GirardAssociate Professor, Duke-NUS Medical School; Principal Investigator, SERIVerified email at ophthalmic.engineering
Natesh S. PillaiHarvard UniversityVerified email at fas.harvard.edu
Chris SherlockLancaster UniversityVerified email at lancaster.ac.uk
Ajay JasraProfessor of Applied Mathematics, KAUSTVerified email at kaust.edu.sa
Andrew M StuartComputing + Mathematical Sciences, CaltechVerified email at caltech.edu
Gareth RobertsProfessor of Statistics, University of WarwickVerified email at warwick.ac.uk
Alexandros BeskosReader in Statistics, UCLVerified email at ucl.ac.uk
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
Jeffrey S. RosenthalProfessor of Statistics, University of TorontoVerified email at math.toronto.edu
Nikolas KantasDept. of Mathematics, Imperial College LondonVerified email at imperial.ac.uk
Pierre E. JacobAssociate Professor, Department of Statistics, Harvard UniversityVerified email at fas.harvard.edu
Deborshee SenPostdoc, Duke UniversityVerified email at duke.edu
Daniel PaulinLecturer of Statistics and Data Science, University of EdinburghVerified email at ed.ac.uk
Matthew M. GrahamResearch software engineer, University College LondonVerified email at ucl.ac.uk
Anthony LeeSchool of Mathematics, University of BristolVerified email at bristol.ac.uk
Andrew GolightlyReader, Newcastle UniversityVerified email at ncl.ac.uk
Touati BenoukrafMemorial University of Newfoundland | Faculty of MedicineVerified email at mun.ca
Axel FinkeDepartment of Mathematics, Loughborough University, UKVerified email at lboro.ac.uk
Thibault VogtAssociate ProfessorVerified email at mail.sysu.edu.cn

Alexandre Thiery

Associate Professor, National University of Singapore (NUS)

Verified email at nus.edu.sg - Homepage

Monte Carlo methods Machine Leaning Deep Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Consistency and fluctuations for stochastic gradient Langevin dynamics Y Whye Teh, A Thiéry, S Vollmer Journal of Machine Learning Research 17 (7), 1−33, 2016	167	2016
On the efficiency of pseudo-marginal random walk Metropolis algorithms C Sherlock, AH Thiery, GO Roberts, JS Rosenthal Annals of Statistics 43 (1), 238-275, 2015	159	2015
Optimal scaling and diffusion limits for the Langevin algorithm in high dimensions NS Pillai, AM Stuart, AH Thiéry Annals of Applied Probability 22 (6), 2320-2356, 2012	94	2012
On the convergence of adaptive sequential Monte Carlo methods A Beskos, A Jasra, N Kantas, A Thiery Annals of Applied Probability 26 (2), 1111-1146, 2016	75	2016
On non-negative unbiased estimators PE Jacob, AH Thiery The Annals of Statistics 43 (2), 769--784, 2015	63	2015
DRUNET: a dilated-residual U-Net deep learning network to segment optic nerve head tissues in optical coherence tomography images SK Devalla, PK Renukanand, BK Sreedhar, G Subramanian, L Zhang, ... Biomedical optics express 9 (7), 3244-3265, 2018	61*	2018
A deep learning approach to digitally stain optical coherence tomography images of the optic nerve head SK Devalla, KS Chin, JM Mari, TA Tun, NG Strouthidis, T Aung, AH Thiéry, ... Investigative ophthalmology & visual science 59 (1), 63-74, 2018	50	2018
A deep learning approach to denoise optical coherence tomography images of the optic nerve head SK Devalla, G Subramanian, TH Pham, X Wang, S Perera, TA Tun, ... Scientific reports 9 (1), 1-13, 2019	34	2019
Probabilistic forecasting of day-ahead solar irradiance using quantile gradient boosting H Verbois, A Rusydi, A Thiery Solar Energy 173, 313-327, 2018	28	2018
Noisy gradient flow from a random walk in Hilbert space NS Pillai, AM Stuart, AH Thiéry Stochastic Partial Differential Equations: Analysis and Computations 2 (2 …, 2014	26*	2014
On coupling particle filter trajectories D Sen, AH Thiery, A Jasra Statistics and Computing 28 (2), 461-475, 2018	24	2018
Pseudo-marginal Metropolis–Hastings sampling using averages of unbiased estimators C Sherlock, AH Thiery, A Lee Biometrika 104 (3), 727-734, 2017	24	2017
Glaucoma management in the era of artificial intelligence SK Devalla, Z Liang, TH Pham, C Boote, NG Strouthidis, AH Thiery, ... British Journal of Ophthalmology 104 (3), 301-311, 2020	19	2020
A discrete bouncy particle sampler C Sherlock, AH Thiery arXiv preprint arXiv:1707.05200, 2017	14	2017
Factors influencing lamina cribrosa microcapillary hemodynamics and oxygen concentrations T Chuangsuwanich, KE Birgersson, A Thiery, SG Thakku, HL Leo, ... Investigative ophthalmology & visual science 57 (14), 6167-6179, 2016	12	2016
Efficiency of delayed-acceptance random walk Metropolis algorithms C Sherlock, A Thiery, A Golightly arXiv preprint arXiv:1506.08155, 2015	12	2015
NanoVar: accurate characterization of patients’ genomic structural variants using low-depth nanopore sequencing CY Tham, R Tirado-Magallanes, Y Goh, MJ Fullwood, BTH Koh, W Wang, ... Genome biology 21 (1), 1-15, 2020	11	2020
Deshadowgan: a deep learning approach to remove shadows from optical coherence tomography images H Cheong, SK Devalla, TH Pham, L Zhang, TA Tun, X Wang, S Perera, ... Translational Vision Science & Technology 9 (2), 23-23, 2020	8	2020
Error bounds for sequential Monte Carlo samplers for multimodal distributions D Paulin, A Jasra, A Thiery Bernoulli 25 (1), 310-340, 2019	8*	2019
Asymptotic analysis of the random walk Metropolis algorithm on ridged densities A Beskos, G Roberts, A Thiery, N Pillai Annals of Applied Probability 28 (5), 2966-3001, 2018	8	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors