130 citations
- Centre de Coopération Internationale en Recherche Agronomique pour le DéveloppementFR13 papers
- UMR Botanique et Modélisation de l’Architecture des Plantes et des végétationsFR8 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- Institut Montpelliérain Alexander GrothendieckFR6 papers
- Data Management (Italy)IT5 papers
- Institut National Polytechnique de ToulouseFR5 papers
- Laboratoire d'Informatique, de Robotique et de Microélectronique de MontpellierFR5 papers
- Université de MontpellierFR5 papers
- Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicalesFR4 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR4 papers
- Centre de Biologie pour la Gestion des PopulationsFR3 papers
- AgroécologieFR2 papers
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cs.LG2024★ 2 cited
Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it?
Tanguy Lefort, Antoine Affouard, Benjamin Charlier +6
Deep learning models for plant species identification rely on large annotated datasets. The PlantNet system enables global data collection by allowing users to upload and annotate…
cs.LG2023★ 16 cited
Learning Regionalization using Accurate Spatial Cost Gradients within a Differentiable High-Resolution Hydrological Model: Application to the French Mediterranean Region
Ngo Nghi Truyen Huynh, Pierre-André Garambois, François Colleoni +5
Estimating spatially distributed hydrological parameters in ungauged catchments poses a challenging regionalization problem and requires imposing spatial constraints given the spar…
cs.LG2020★ 8 cited
Optimal Thompson Sampling strategies for support-aware CVaR bandits
Dorian Baudry, Romain Gautron, Emilie Kaufmann +1
In this paper we study a multi-arm bandit problem in which the quality of each arm is measured by the Conditional Value at Risk (CVaR) at some level alpha of the reward distributio…