Thiery, Alexandre H.
- Out-of-Distribution Detection with a Single Unconditional Diffusion Model
2024/05/20 by Alvin J. R. Heng, Heng, Alvin, Alexandre H. Thiéry +3 · 12 citations
Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Conditional sequential Monte Carlo in high dimensions
2021/08/23 by Axel Finke, Finke, Axel, Alexandre H. Thiéry +1 · 4 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference
- Gradient Flow from a Random Walk in Hilbert Space
2011/08/06 by Natesh S. Pillai, Pillai, Natesh S., Andrew M. Stuart +4 · 4 citations
Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Statistics Theory (math.ST) #Stochastic processes and statistical mechanics #math.PR #math.ST #stat.CO #stat.TH
- Manifold Markov chain Monte Carlo methods for Bayesian inference in diffusion models
2019/12/06 by Matthew M. Graham, Graham, Matthew M., Alexandre H. Thiéry +3 · 3 citations
Chemistry · Mathematics · #65C40 (Primary) 65C05 #65C40 (Secondary) #Computation (stat.CO) #Diffusion Coefficients in Liquids #FOS: Computer and information sciences #G.3 #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
- Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma
2022/04/14 by Alexandre H. Thiéry, Thiery, Alexandre H., Fabian A. Braeu +7 · 2 citations
Medicine · Engineering · #Glaucoma and retinal disorders #Retinal Imaging and Analysis #Medical Imaging and Analysis
- A Discrete Bouncy Particle Sampler
2017/07/17 by Sherlock, Chris, Thiery, Alexandre H. · 1 citation
#65C40 #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
- Sequential Ensemble Transform for Bayesian Inverse Problems
2019/09/20 by Aaron Myers, Myers, Aaron, Alexandre H. Thiéry +5 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Methodology (stat.ME)
- AI-based Clinical Assessment of Optic Nerve Head Robustness Superseding Biomechanical Testing
2022/06/09 by Braeu, Fabian A., Chuangsuwanich, Thanadet, Tun, Tin A. +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Manifold lifting: scaling MCMC to the vanishing noise regime
2020/03/09 by Khai Xiang Au, Au, Khai Xiang, Matthew M. Graham +3 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods
- DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images
2018/03/01 by Sripad Krishna Devalla, Devalla, Sripad Krishna, Prajwal K. Renukanand +19 · 1 citation
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glaucoma and retinal disorders #Machine Learning (cs.LG) #Optical Coherence Tomography Applications #Retinal Imaging and Analysis