Pierre Pudlo

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 7

Top Topics

Summary Statistics

Single Nucleotide Polymorphisms

Dirichlet Process Mixture

Top Venues

Internet Things

Publications

Guillem Bonafos, Clara Bourot, Pierre Pudlo, Jean-Marc Freyermuth, Laurence Reboul, Samuel Tronçon, Arnaud Rey
Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations. CoRR (2024)
Ali Shakil, Mohammad Ali Khalighi, Pierre Pudlo, Cyril Leclerc, Dominique Laplace, François Hamon, Alexandre Boudonne
Outlier detection in non-stationary time series applied to sewer network monitoring. Internet Things 21 (2023)
Guillem Bonafos, Jean-Marc Freyermuth, Pierre Pudlo, Samuel Tronçon, Arnaud Rey
Topological data analysis of human vowels: Persistent homologies across representation spaces. CoRR (2023)
Guillem Bonafos, Pierre Pudlo, Jean-Marc Freyermuth, Thierry Legou, Joël Fagot, Samuel Tronçon, Arnaud Rey
Detecting human and non-human vocal productions in large scale audio recordings. CoRR (2023)
Louis Raynal, Jean-Michel Marin, Pierre Pudlo, Mathieu Ribatet, Christian P. Robert, Arnaud Estoup
ABC random forests for Bayesian parameter inference. Bioinform. 35 (10) (2019)
Pierre Pudlo, Jean-Michel Marin, Arnaud Estoup, Jean-Marie Cornuet, Mathieu Gautier, Christian P. Robert
Reliable ABC model choice via random forests. Bioinform. 32 (6) (2016)
Julien Stoehr, Pierre Pudlo, Lionel Cucala
Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields. Stat. Comput. 25 (1) (2015)
Jean-Marie Cornuet, Pierre Pudlo, Julien Veyssier, Alexandre Dehne-Garcia, Mathieu Gautier, Raphaël Leblois, Jean-Michel Marin, Arnaud Estoup
DIYABC v2.0: a software to make approximate Bayesian computation inferences about population history using single nucleotide polymorphism, DNA sequence and microsatellite data. Bioinform. 30 (8) (2014)
Jean-Michel Marin, Pierre Pudlo, Mohammed Sedki
Optimal parallelization of a sequential approximate Bayesian computation algorithm. WSC (2012)
Jean-Michel Marin, Pierre Pudlo, Christian P. Robert, Robin J. Ryder
Approximate Bayesian computational methods. Stat. Comput. 22 (6) (2012)
Bruno Pelletier, Pierre Pudlo
Operator Norm Convergence of Spectral Clustering on Level Sets. J. Mach. Learn. Res. 12 (2011)