Search Results for author: Matthieu Heitz

Found 3 papers, 3 papers with code

Trajectory Inference via Mean-field Langevin in Path Space

1 code implementation14 May 2022 Lénaïc Chizat, Stephen Zhang, Matthieu Heitz, Geoffrey Schiebinger

Trajectory inference aims at recovering the dynamics of a population from snapshots of its temporal marginals.

Ground Metric Learning on Graphs

1 code implementation8 Nov 2019 Matthieu Heitz, Nicolas Bonneel, David Coeurjolly, Marco Cuturi, Gabriel Peyré

Optimal transport (OT) distances between probability distributions are parameterized by the ground metric they use between observations.

Metric Learning

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