Operator Norm Convergence of Spectral Clustering on Level Sets. - Bruno Pelletier; Pierre Pudlo (J. Mach. Learn. Res., 2011)

Optimal parallelization of a sequential approximate Bayesian computation algorithm. - Jean-Michel Marin; Pierre Pudlo; Mohammed Sedki (WSC, 2012)

Approximate Bayesian computational methods. - Jean-Michel Marin; Pierre Pudlo; Christian P. Robert; Robin J. Ryder (Stat. Comput., 2012)

DIYABC v2.0: a software to make approximate Bayesian computation inferences about population history using single nucleotide polymorphism, DNA sequence and microsatellite data. - Jean-Marie Cornuet; Pierre Pudlo; Julien Veyssier; Alexandre Dehne-Garcia; Mathieu Gautier; Raphaël Leblois; Jean-Michel Marin; Arnaud Estoup (Bioinform., 2014)

Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields. - Julien Stoehr; Pierre Pudlo; Lionel Cucala (Stat. Comput., 2015)

Reliable ABC model choice via random forests. - Pierre Pudlo; Jean-Michel Marin; Arnaud Estoup; Jean-Marie Cornuet; Mathieu Gautier; Christian P. Robert (Bioinform., 2016)

ABC random forests for Bayesian parameter inference. - Louis Raynal; Jean-Michel Marin; Pierre Pudlo; Mathieu Ribatet; Christian P. Robert; Arnaud Estoup (Bioinform., 2019)

Detecting human and non-human vocal productions in large scale audio recordings. - Guillem Bonafos; Pierre Pudlo; Jean-Marc Freyermuth; Thierry Legou; Joël Fagot; Samuel Tronçon; Arnaud Rey (CoRR, 2023)

Topological data analysis of human vowels: Persistent homologies across representation spaces. - Guillem Bonafos; Jean-Marc Freyermuth; Pierre Pudlo; Samuel Tronçon; Arnaud Rey (CoRR, 2023)

Outlier detection in non-stationary time series applied to sewer network monitoring. - Ali Shakil; Mohammad Ali Khalighi; Pierre Pudlo; Cyril Leclerc; Dominique Laplace; François Hamon; Alexandre Boudonne (Internet Things, 2023)

Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations. - Guillem Bonafos; Clara Bourot; Pierre Pudlo; Jean-Marc Freyermuth; Laurence Reboul; Samuel Tronçon; Arnaud Rey (INTERSPEECH, 2024)