Search Results for author: Marc Lambert

Found 3 papers, 1 papers with code

Variational Gaussian approximation of the Kushner optimal filter

no code implementations3 Oct 2023 Marc Lambert, Silvère Bonnabel, Francis Bach

The solution to this last proximal loss is given by implicit updates on the mean and covariance that we proposed earlier.

Multiple description video coding for real-time applications using HEVC

no code implementations10 Mar 2023 Trung Hieu Le, Marc Antonini, Marc Lambert, Karima Alioua

Remote control vehicles require the transmission of large amounts of data, and video is one of the most important sources for the driver.

Variational inference via Wasserstein gradient flows

1 code implementation31 May 2022 Marc Lambert, Sinho Chewi, Francis Bach, Silvère Bonnabel, Philippe Rigollet

Along with Markov chain Monte Carlo (MCMC) methods, variational inference (VI) has emerged as a central computational approach to large-scale Bayesian inference.

Bayesian Inference Variational Inference

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