François Rozet
4 papers · 2022–2024 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(11)
🗺️
Taxonomy Completionist
(14)
🧭
Keyword Pioneer
👥
Mega-Team
(26)
Conferences
NIPS (4)
Top co-authors
Keywords
bayesian inverse problem
(2)
prior learning
(1)
bayesian inference
(1)
uncertainty quantification
(1)
expectation maximization
(1)
posterior sampling
(1)
trajectory inference
(1)
posterior approximation
(1)
generative model
(1)
diffusion model
(1)
surrogate model
(1)
simulation-based inference
(1)
fluid dynamics
(1)
noisy observation
(1)
physics simulation
(1)
data assimilation
(1)
score-based generative model
(1)
stochastic dynamical system
(1)
machine learning benchmark
(1)
state trajectory
(1)
Papers
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
NIPS 2024
Learning Diffusion Priors from Observations by Expectation Maximization
NIPS 2024
Score-based Data Assimilation
NIPS 2023
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation
NIPS 2022