130 citations
- Centre de Coopération Internationale en Recherche Agronomique pour le DéveloppementFR12 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR10 papers
- Institut national de recherche en sciences et technologies du numériqueFR5 papers
- Université de MontpellierFR5 papers
- Agropolis InternationalFR4 papers
- Institut Agro MontpellierFR4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- AGroécologie, Innovations, teRritoiresFR2 papers
- Centre Inria de l'Université Grenoble AlpesFR2 papers
- Institut Agro Montpelier2 papers
- Institut de Recherche pour le DéveloppementFR2 papers
- Institut Montpelliérain Alexander GrothendieckFR2 papers
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026
Reframing preprocessing selection as model-internal calibration in near-infrared spectroscopy: A large-scale benchmark of operator-adaptive PLS and Ridge models
Gregory Beurier, Robin Reiter, Camille Noûs +2
Preprocessing screening is often the most expensive part of a near-infrared spectroscopy calibration workflow. It works because smoothing, derivatives, detrending and related filte…
stat.ML2013
Parametric Modelling of Multivariate Count Data Using Probabilistic Graphical Models
Pierre Fernique, Jean-Baptiste Durand, Yann Guédon
Multivariate count data are defined as the number of items of different categories issued from sampling within a population, which individuals are grouped into categories. The anal…