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2020 – today
- 2024
[i3]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 abs/2407.05760 (2024)- 2023
- [j7]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: 100654 (2023) - [i2]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 abs/2302.07640 (2023) - [i1]Guillem Bonafos, Jean-Marc Freyermuth, Pierre Pudlo, Samuel Tronçon, Arnaud Rey:
Topological data analysis of human vowels: Persistent homologies across representation spaces. CoRR abs/2310.06508 (2023)
2010 – 2019
- 2019
- [j6]Louis Raynal, Jean-Michel Marin, Pierre Pudlo, Mathieu Ribatet, Christian P. Robert, Arnaud Estoup:
ABC random forests for Bayesian parameter inference. Bioinform. 35(10): 1720-1728 (2019) - 2016
- [j5]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): 859-866 (2016) - 2015
- [j4]Julien Stoehr, Pierre Pudlo, Lionel Cucala:
Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields. Stat. Comput. 25(1): 129-141 (2015) - 2014
- [j3]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): 1187-1189 (2014) - 2012
- [j2]Jean-Michel Marin, Pierre Pudlo, Christian P. Robert, Robin J. Ryder:
Approximate Bayesian computational methods. Stat. Comput. 22(6): 1167-1180 (2012) - [c1]Jean-Michel Marin, Pierre Pudlo, Mohammed Sedki:
Optimal parallelization of a sequential approximate Bayesian computation algorithm. WSC 2012: 29:1-29:7 - 2011
- [j1]Bruno Pelletier, Pierre Pudlo:
Operator Norm Convergence of Spectral Clustering on Level Sets. J. Mach. Learn. Res. 12: 385-416 (2011)
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