Amaury Dubois

According to our database, Amaury Dubois authored at least 5 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Upper confidence tree for planning restart strategies in multi-modal optimization.

Amaury Dubois, Julien Dehos, Fabien Teytaud

Soft Comput., 2021

Short term soil moisture forecasts for potato crop farming: A machine learning approach.

Amaury Dubois, Fabien Teytaud, Sébastien Vérel

Comput. Electron. Agric., 2021

2020

Optimisation et apprentissage de modèles biologiques: application à lirrigation [sic l'irrigation] de pomme de terre. (Optimization and learning of organic models: application to potato irrigation).

Amaury Dubois

PhD thesis, 2020

2019

Automatic Calibration of a Farm Irrigation Model: A Multi-Modal Optimization Approach.

Amaury Dubois, Fabien Teytaud, Éric Ramat, Sébastien Vérel

Proceedings of the Artificial Evolution, 2019

2018

Improving Multi-modal Optimization Restart Strategy Through Multi-armed Bandit.

Amaury Dubois, Julien Dehos, Fabien Teytaud

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018