Pierre Pudlo

13 papers A 1Misc 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Topological data analysis of human vowels: Persistent homologies across representation spaces.
Speech Commun.
Guillem Bonafos, Pierre Pudlo, Jean-Marc Freyermuth, Samuel Tronçon, Arnaud Rey
2024 A conf
Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations.
INTERSPEECH
Guillem Bonafos, Clara Bourot, Pierre Pudlo, Jean-Marc Freyermuth, Laurence Reboul, Samuel Tronçon, Arnaud Rey
2024 J jnl
Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations.
CoRR
Guillem Bonafos, Clara Bourot, Pierre Pudlo, Jean-Marc Freyermuth, Laurence Reboul, Samuel Tronçon, Arnaud Rey
2023 J jnl
Detecting human and non-human vocal productions in large scale audio recordings.
CoRR
Guillem Bonafos, Pierre Pudlo, Jean-Marc Freyermuth, Thierry Legou, Joël Fagot, Samuel Tronçon, Arnaud Rey
2023 J jnl
Outlier detection in non-stationary time series applied to sewer network monitoring.
Internet Things
Ali Shakil, Mohammad Ali Khalighi, Pierre Pudlo, Cyril Leclerc, Dominique Laplace, François Hamon, Alexandre Boudonne
2023 J jnl
Topological data analysis of human vowels: Persistent homologies across representation spaces.
CoRR
Guillem Bonafos, Jean-Marc Freyermuth, Pierre Pudlo, Samuel Tronçon, Arnaud Rey
2019 J jnl
ABC random forests for Bayesian parameter inference.
Bioinform.
Louis Raynal, Jean-Michel Marin, Pierre Pudlo, Mathieu Ribatet, Christian P. Robert, Arnaud Estoup
2016 J jnl
Reliable ABC model choice via random forests.
Bioinform.
Pierre Pudlo, Jean-Michel Marin, Arnaud Estoup, Jean-Marie Cornuet, Mathieu Gautier, Christian P. Robert
2015 J jnl
Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields.
Stat. Comput.
Julien Stoehr, Pierre Pudlo, Lionel Cucala
2014 J jnl
DIYABC v2.0: a software to make approximate Bayesian computation inferences about population history using single nucleotide polymorphism, DNA sequence and microsatellite data.
Bioinform.
Jean-Marie Cornuet, Pierre Pudlo, Julien Veyssier, Alexandre Dehne-Garcia, Mathieu Gautier, Raphaël Leblois, Jean-Michel Marin, Arnaud Estoup
2012 J jnl
Approximate Bayesian computational methods.
Stat. Comput.
Jean-Michel Marin, Pierre Pudlo, Christian P. Robert, Robin J. Ryder
2012 Misc conf
Optimal parallelization of a sequential approximate Bayesian computation algorithm.
WSC
Jean-Michel Marin, Pierre Pudlo, Mohammed Sedki
2011 J jnl
Operator Norm Convergence of Spectral Clustering on Level Sets.
J. Mach. Learn. Res.
Bruno Pelletier, Pierre Pudlo