papers
Publications (10)
stat.CO2016
Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian
Victor Picheny, Robert B. Gramacy, Stefan M. Wild +1
math.OC2013
Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction
Victor Picheny
math.ST2018
Interpretable sparse SIR for functional data
Victor Picheny, Rémi Servien, Nathalie Villa-Vialaneix
math.ST2017
Inferring large graphs using l1-penalized likelihood
Magali Champion, Victor Picheny, Matthieu Vignes
q-bio.PE2014
Increased genetic diversity improves crop yield stability under climate variability: a computational study on sunflower
Pierre Casadebaig, Ronan Trépos, Victor Picheny +3
stat.ML2019
Budgeted Multi-Objective Optimization with a Focus on the Central Part of the Pareto Front -- Extended Version
David Gaudrie, Rodolphe Le Riche, Victor Picheny +2
stat.ML2018
A Bayesian optimization approach to find Nash equilibria
Victor Picheny, Mickael Binois, Abderrahmane Habbal
math.OC2015
Sunflower phenotype optimization under climatic uncertainties using crop models
Victor Picheny, Ronan Trépos, Bastien Poublan +1
stat.CO2012
Sequential design of computer experiments for the estimation of a probability of failure
Julien Bect, David Ginsbourger, Ling Li +2
q-bio.QM2017
Using numerical plant models and phenotypic correlation space to design achievable ideotypes
Victor Picheny, Pierre Casadebaig, Ronan Trépos +4