18 citations
- Laboratoire de Mathématiques Blaise PascalFR23 papers
- Université d'Avignon et des Pays de VaucluseFR7 papers
- Biostatistique et processus spatiauxFR5 papers
- University of ViennaAT5 papers
- Laboratoire de Mécanique et d’AcoustiqueFR3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Aarhus UniversityDK1 paper
- Analyse, Géométrie et ModélisationFR1 paper
- Center for Excellence in Eye CareUS1 paper
- Délégation Provence et CorseFR1 paper
- École Nationale Supérieure d'Électrotechnique, d'Électronique, d'Informatique, d'Hydraulique et des TélécommunicationsFR1 paper
- Entrepôts, Représentation et Ingénierie des ConnaissancesFR1 paper
Showing 2020Show all
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stat.ML2020★ 2 cited
A finite sample analysis of the benign overfitting phenomenon for ridge function estimation
Emmanuel Caron, Stephane Chretien
Recent extensive numerical experiments in high scale machine learning have allowed to uncover a quite counterintuitive phase transition, as a function of the ratio between the samp…
stat.ME2020★ 3 cited
On spatial and spatio-temporal multi-structure point process models
Morteza Raeisi, Florent Bonneu, Edith Gabriel
Spatial and spatio-temporal single-structure point process models are widely used in epidemiology, biology, ecology, seismology... . However, most natural phenomena present multipl…
stat.AP2020★ 1 cited
Point-process based Bayesian modeling of space-time structures of forest fire occurrences in Mediterranean France
Thomas Opitz, Florent Bonneu, Edith Gabriel
Due to climate change and human activity, wildfires are expected to become more frequent and extreme worldwide, causing economic and ecological disasters. The deployment of prevent…