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Joshua Welch

1 accepted papers

2022

Variational Mixtures of ODEs for Inferring Cellular Gene Expression Dynamics

ICML 2022spotlight

A key problem in computational biology is discovering the gene expression changes that regulate cell fate transitions, in which one cell type turns into another. However, each individual cell cannot be tracked longitudinally, and cells at the same point in real time may be at different stages of the…