关注
Alexandre Thiery
Alexandre Thiery
Associate Professor, National University of Singapore (NUS)
在 nus.edu.sg 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
2612016
On the efficiency of pseudo-marginal random walk Metropolis algorithms
C Sherlock, AH Thiery, GO Roberts, JS Rosenthal
2222015
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
1952018
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
1782021
Uncertainty quantification and deep ensembles
R Rahaman, AH Thiery
Advances in Neural Information Processing Systems 34, 2021
1232021
Optimal scaling and diffusion limits for the Langevin algorithm in high dimensions
NS Pillai, AM Stuart, AH Thiéry
1222012
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
1132016
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
1082018
Detection of m6A from direct RNA sequencing using a multiple instance learning framework
C Hendra, PN Pratanwanich, YK Wan, WSS Goh, A Thiery, J Göke
Nature methods 19 (12), 1590-1598, 2022
1042022
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), 14454, 2019
1042019
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, 1-15, 2020
972020
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
872020
On non-negative unbiased estimators
PE Jacob, AH Thiery
The Annals of Statistics 43 (2), 769--784, 2015
862015
Probabilistic forecasting of day-ahead solar irradiance using quantile gradient boosting
H Verbois, A Rusydi, A Thiery
Solar Energy 173, 313-327, 2018
682018
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, 2021.04. 21.440736, 2021
632021
Pseudo-marginal Metropolis–Hastings sampling using averages of unbiased estimators
C Sherlock, AH Thiery, A Lee
Biometrika 104 (3), 727-734, 2017
372017
Deep learning algorithms to isolate and quantify the structures of the anterior segment in optical coherence tomography images
TH Pham, SK Devalla, A Ang, ZD Soh, AH Thiery, C Boote, CY Cheng, ...
British Journal of Ophthalmology 105 (9), 1231-1237, 2021
352021
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
332020
Towards label-free 3D segmentation of optical coherence tomography images of the optic nerve head using deep learning
SK Devalla, TH Pham, SK Panda, L Zhang, G Subramanian, ...
Biomedical optics express 11 (11), 6356-6378, 2020
312020
Noisy gradient flow from a random walk in Hilbert space
NS Pillai, AM Stuart, AH Thiéry
Stochastic Partial Differential Equations: Analysis and Computations 2, 196-232, 2014
29*2014
系统目前无法执行此操作,请稍后再试。
文章 1–20