Search Results for author: Joshua Welch

Found 1 papers, 1 papers with code

Variational Mixtures of ODEs for Inferring Cellular Gene Expression Dynamics

1 code implementation9 Jul 2022 Yichen Gu, David Blaauw, Joshua Welch

By using a simple family of ODEs informed by the biochemistry of gene expression to constrain the likelihood of a deep generative model, we can simultaneously infer the latent time and latent state of each cell and predict its future gene expression state.

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