28 citations · 41 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 13 cited
Optimal regularizations for data generation with probabilistic graphical models
Arnaud Fanthomme, F Rizzato, S Cocco +1
Understanding the role of regularization is a central question in Statistical Inference. Empirically, well-chosen regularization schemes often dramatically improve the quality of t…
cond-mat.stat-mech2019★ 28 cited
Inference of compressed Potts graphical models
Francesca Rizzato, Alice Coucke, Eleonora de Leonardis +4
We consider the problem of inferring a graphical Potts model on a population of variables, with a non-uniform number of Potts colors (symbols) across variables. This inverse Potts…