Concepedia
Statistics
Publications
9
Citations
240
H-Index
Active since
2015
Affiliations
Lamsade(Current)
Université Paris Dauphine-PSL
Université Toulouse-I-Capitole
University of Coimbra
Wisconsin Institutes for Discovery
Clément W. Royer is an author at Lamsade specializing in engineering, approximation theory, and computer science.
Top concepts
EngineeringComputer ScienceApproximation TheoryMachine LearningComputational ComplexityMathematical ProgrammingInverse ProblemsComputer EngineeringCombinatorial OptimizationData Science
Publications per year
2015–2023
Direct Search Based on Probabilistic Descent
Serge Gratton, Clément W. Royer, L. N. Vicente et al. · SIAM Journal on Optimization · 2015 · 72 citations · Full text
Artificial Intelligence, Mathematical Programming, Large-scale Global Optimization +19
Complexity and global rates of trust-region methods based on probabilistic models
Serge Gratton, Clément W. Royer, L. N. Vicente et al. · IMA Journal of Numerical Analysis · 2017 · 58 citations · Full text
Mathematical Programming, Engineering, Trust Management Architecture +26
Direct search based on probabilistic feasible descent for bound and linearly constrained problems
Clément W. Royer, L. N. Vicente, Zaikun Zhang · Computational Optimization and Applications · 2019 · 22 citations · Full text
Engineering, Machine Learning, Probabilistic Feasible Descent +8
A Subsampling Line-Search Method with Second-Order Results
El Houcine Bergou, Youssef Diouane, Vladimír Kunc et al. · INFORMS Journal on Optimization · 2022 · 21 citations · Full text
Mathematical Programming, Engineering, Machine Learning +17
A nonlinear conjugate gradient method with complexity guarantees and its application to nonconvex regression
Rémi Chan--Renous-Legoubin, Clément W. Royer · EURO Journal on Computational Optimization · 2022 · 18 citations · Full text
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