2 papers
stat.ML2025
Model-free algorithms for fast node clustering in SBM type graphs and application to social role inference in animals
Bertrand Cloez, Adrien Cotil, Jean-Baptiste Menassol +1
We propose a novel family of model-free algorithms for node clustering and parameter inference in graphs generated from the Stochastic Block Model (SBM), a fundamental framework in…
stat.ME2024
Approximate Bayesian Computation with Deep Learning and Conformal prediction
Meili Baragatti, Casenave Céline, Bertrand Cloez +2
Approximate Bayesian Computation (ABC) methods are commonly used to approximate posterior distributions in models with unknown or computationally intractable likelihoods. Classical…