23 citations · 68 across the 3 of their papers we have counts for
3 papers
math.AT2021★ 23 cited
Belief Propagation as Diffusion
Olivier Peltre
We introduce novel belief propagation algorithms to estimate the marginals of a high dimensional probability distribution. They involve natural (co)homological constructions releva…
math.AG2021★ 23 cited
Frobenius statistical manifolds & geometric invariants
Noemie Combe, Philippe Combe, Hanna Nencka
In this paper, we explicitly prove that statistical manifolds, related to exponential families and with flat structure connection have a Frobenius manifold structure. This latter o…
cs.LG2019★ 22 cited
Mind2Mind : transfer learning for GANs
Yaël Frégier, Jean-Baptiste Gouray
Training generative adversarial networks (GANs) on high quality (HQ) images involves important computing resources. This requirement represents a bottleneck for the development of…