Alexandre H. Thiery
4 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(1)
anomaly detection
(1)
markov chain monte carlo
(1)
diffusion process
(1)
particle filter
(1)
mean squared error
(1)
generative model
(1)
diffusion model
(1)
out-of-distribution detection
(1)
stochastic gradient langevin dynamics
(1)
neural network approximation
(1)
central limit theorem
(1)
doob h-transform
(1)
backward kolmogorov equation
(1)
feynman-kac formula
(1)
path curvature
(1)
step size sequence
(1)
Papers
Out-of-Distribution Detection with a Single Unconditional Diffusion Model
NIPS 2024
Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions
ICML 2023
On Data-Augmentation and Consistency-Based Semi-Supervised Learning
ICLR 2021
Consistency and Fluctuations For Stochastic Gradient Langevin Dynamics
JMLR 2016