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Kamélia Daudel
Kamélia Daudel
ESSEC Business School
Email confirmado em essec.edu - Página inicial
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Infinite-dimensional gradient-based descent for alpha-divergence minimisation
K Daudel, R Douc, F Portier
The Annals of Statistics 49 (4), 2250-2270, 2021
202021
Monotonic alpha-divergence minimisation for variational inference
K Daudel, R Douc, F Roueff
Journal of Machine Learning Research 24 (62), 1-76, 2023
12*2023
Mixture weights optimisation for alpha-divergence variational inference
K Daudel
Advances in Neural Information Processing Systems 34, 4397-4408, 2021
102021
Alpha-divergence variational inference meets importance weighted auto-encoders: Methodology and asymptotics
K Daudel, J Benton, Y Shi, A Doucet
Journal of Machine Learning Research 24 (243), 1-83, 2023
52023
Adaptative Monte-Carlo methods for complex models
K Daudel
Institut polytechnique de Paris, 2021
2021
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Artigos 1–5