Alexandre Thiery
Alexandre Thiery
Associate Professor, National University of Singapore (NUS)
Потвърден имейл адрес: nus.edu.sg - Начална страница
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
On the efficiency of pseudo-marginal random walk Metropolis algorithms
C Sherlock, AH Thiery, GO Roberts, JS Rosenthal
The Annals of Statistics 43 (1), 238-275, 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
Optimal scaling and diffusion limits for the Langevin algorithm in high dimensions
NS Pillai, AM Stuart, AH Thiéry
The Annals of Applied Probability 22 (6), 2320-2356, 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
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
On non-negative unbiased estimators
PE Jacob, AH Thiery
The Annals of Statistics 43 (2), 769--784, 2015
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
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
Probabilistic forecasting of day-ahead solar irradiance using quantile gradient boosting
H Verbois, A Rusydi, A Thiery
Solar Energy 173, 313-327, 2018
Identification of differential RNA modifications from nanopore direct RNA sequencing with xPore
PN Pratanwanich, F Yao, Y Chen, CWQ Koh, YK Wan, C Hendra, P Poon, ...
Nature Biotechnology 39 (11), 1394-1402, 2021
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
Pseudo-marginal Metropolis–Hastings sampling using averages of unbiased estimators
C Sherlock, AH Thiery, A Lee
Biometrika 104 (3), 727-734, 2017
On coupling particle filter trajectories
D Sen, AH Thiery, A Jasra
Statistics and Computing 28 (2), 461-475, 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
A discrete bouncy particle sampler
C Sherlock, AH Thiery
arXiv preprint arXiv:1707.05200, 2017
A systematic benchmark of Nanopore long read RNA sequencing for transcript level analysis in human cell lines
Y Chen, NM Davidson, YK Wan, H Patel, F Yao, HM Low, C Hendra, ...
BioRxiv, 2021
Uncertainty quantification and deep ensembles
R Rahaman, AH Thiery
arXiv preprint arXiv:2007.08792, 2020
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
Describing the structural phenotype of the glaucomatous optic nerve head using artificial intelligence
SK Panda, H Cheong, TA Tun, SK Devella, V Senthil, R Krishnadas, ...
American journal of ophthalmology 236, 172-182, 2022
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