Publications

Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound

K. Daudel and F. Roueff

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Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics

K. Daudel, J. Benton, Y. Shi and A. Doucet

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Monotonic Alpha-divergence Minimisation for Variational Inference

K. Daudel, R. Douc and F. Roueff

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Mixture weights optimisation for Alpha-Divergence Variational Inference

K. Daudel and R. Douc

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Infinite-dimensional gradient-based descent for alpha-divergence minimisation

K. Daudel, R. Douc and F. Portier

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