Luca Nepote

Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference

Trajectory Inference (TI) seeks to reconstruct latent dynamical processes from snapshot data, which consist of independent samples from time-indexed marginals of an underlying stochastic system. In applications such as single-cell genomics, destructive measurements preclude direct observation of tra…