Kamélia Daudel

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Variational Inference

Top Venues

J. Mach. Learn. Res.

Publications

Kamélia Daudel, Joe Benton, Yuyang Shi, Arnaud Doucet
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics. J. Mach. Learn. Res. 24 (2023)
Kamélia Daudel, Randal Douc, François Roueff
Monotonic Alpha-divergence Minimisation for Variational Inference. J. Mach. Learn. Res. 24 (2023)
Kamélia Daudel, Joe Benton, Yuyang Shi, Arnaud Doucet
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics. CoRR (2022)
Kamélia Daudel, Randal Douc
Mixture weights optimisation for Alpha-Divergence Variational Inference. CoRR (2021)
Kamélia Daudel, Randal Douc, François Roueff
Monotonic Alpha-divergence Minimisation. CoRR (2021)
Kamélia Daudel, Randal Douc
Mixture weights optimisation for Alpha-Divergence Variational Inference. NeurIPS (2021)