randal douc
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
variational inference
(4)
expectation maximization
(1)
posterior sampling
(1)
gradient descent
(1)
exponential family
(1)
geometric convergence
(1)
diffusion model
(1)
mixture model
(1)
gradient estimator
(1)
bayesian inverse problem
(1)
mixture weight
(1)
electrocardiogram reconstruction
(1)
local minimization
(1)
denoising posterior
(1)
Papers
Variational Diffusion Posterior Sampling with Midpoint Guidance
ICLR 2025
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families
NeurIPS 2024
Monotonic Alpha-divergence Minimisation for Variational Inference
JMLR 2023
Mixture weights optimisation for Alpha-Divergence Variational Inference
NeurIPS 2021