François Roueff
4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AISTATS (1)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
variational inference
(2)
expectation maximization
(1)
reproducing kernel hilbert space
(1)
gradient descent
(1)
exponential family
(1)
geometric convergence
(1)
mixture model
(1)
gradient estimator
(1)
functional regression
(1)
kernel methods
(1)
projection learning
(1)
dictionary learning
(1)
local minimization
(1)
Papers
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families
NIPS 2024
Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational Inference
ICLR 2024
Monotonic Alpha-divergence Minimisation for Variational Inference
JMLR 2023
Nonlinear Functional Output Regression: A Dictionary Approach
AISTATS 2021