Scholar
Pierre Latouche
Google Scholar ID: LlSJplkAAAAJ
Laboratoire LMBP, Université Clermont Auvergne, Institut Universitaire de France (IUF)
Citations & Impact
Citations
866
H-index
16
i10-index
26
Publications
20
Co-authors
22
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Reviewer for journals and conferences including JMLR, JASA, PNAS, Biometrika, JRSS-B, JRSS-C, NeurIPS, ICML, AISTATS. Associate editor for Bayesian Analysis Journal. Expert for the European research council. Co-invented and developed Linkage, Topix, and Indago softwares. Holds a patent in the US and involved in entrepreneurial projects. Published several recent papers, such as one with Metodiev et al. on the THAMES estimator.
Research Experience
- Currently affiliated with the LMBP laboratory at UCA (Aubière) and DepMAP at Ecole Polytechnique (Palaiseau). Also a member of the Institut Universitaire de France (IUF) and an associate Inria researcher. Previously worked as a Professor at the MAP5 laboratory of UPC (Université Paris Cité) and as a visiting senior researcher at Mines Paris PSL.
Education
- No specific educational background information provided.
Background
- Professor of Applied Mathematics. Research interests include: Statistical/Machine learning on networks, texts, and heterogenous data; Statistical/Machine learning in high dimensions; Deep graphical modelling/Deep learning; Statistical learning with processes; Tests and proofs.
Miscellany
- Responsible along with P. A. Mattei for the course 'introduction to probabilistic graphical models and deep generative models' of the master MVA of ENS Paris Saclay. Actively involved in the knowledge transfer of the algorithms/software he develops.
