Learning Population-Level Diffusions with Generative RNNs

Tatsunori B. Hashimoto, David K. Gifford, Tommi S. Jaakkola

Abstract: We estimate stochastic processes that govern the dynamics of evolving populations such as cell differentiation. The problem is challenging since longitudinal trajectory measurements of individuals ...