Royer, Clément W.
- A Newton-CG Algorithm with Complexity Guarantees for Smooth\n Unconstrained Optimization
2018/03/07 by Clément W. Royer, Royer, Clément W., Michael O’Neill +3 · 9 citations
Computer Science · Engineering · Mathematics · #49M05 #49M15 #65F10 #65F15 #90C06 #90C60 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- Complexity analysis of second-order line-search algorithms for smooth\n nonconvex optimization
2017/06/09 by Clément W. Royer, Stephen J. Wright, Royer, Clément W. +1 · 4 citations
Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Optimization and Variational Analysis
- Direct search based on probabilistic descent in reduced spaces
2022/04/04 by Lindon Roberts, Clément W. Royer, Roberts, Lindon +1 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #68W20 #90C56 #90C60 #Advanced Image and Video Retrieval Techniques #Diffusion and Search Dynamics #FOS: Mathematics #Optimization and Control (math.OC) #Robotics and Sensor-Based Localization
- A Subsampling Line-Search Method with Second-Order Results
2018/10/16 by El-houcine Bergou, Youssef Diouane, Bergou, El-houcine +7 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Expected decrease for derivative-free algorithms using random subspaces
2023/08/09 by Warren Hare, Hare, Warren, Lindon Roberts +3 · 3 citations
Computer Science · #FOS: Mathematics #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- Using orthogonally structured positive bases for constructing positive k-spanning sets with cosine measure guarantees
2023/06/10 by Warren Hare, Hare, Warren, Gabriel Jarry–Bolduc +5 · 2 citations
Engineering · Mathematics · #15A03 #15A21 #15B30 #15B99 #90C56 #Advanced Numerical Analysis Techniques #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Packing Problems
- Full-Low Evaluation Methods For Bound and Linearly Constrained Derivative-Free Optimization
2023/10/01 by Royer, Clément W., Sohab, Oumaima, Vicente, Luis Nunes · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Riemannian trust-region methods for strict saddle functions with complexity guarantees
2024/02/12 by Florentin Goyens, Clément W. Royer, Goyens, Florentin +1 · 1 voice · 1 citation
Computer Science · Engineering · #FOS: Mathematics #Optimization and Control (math.OC)
- Direct-search methods for decentralized blackbox optimization
2025/04/05 by El Houcine Bergou, Bergou, El Houcine, Youssef Diouane +5 · 1 citation
Computer Science · Mathematics · #90C56 #Advanced Optimization Algorithms Research #Distributed Control Multi-Agent Systems #FOS: Mathematics #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Detecting negative eigenvalues of exact and approximate Hessian matrices in optimization
2022/06/10 by Hare, Warren, Royer, Clément W. · 1 citation
#90C56 #FOS: Mathematics #Optimization and Control (math.OC)
- A nonlinear conjugate gradient method with complexity guarantees and its application to nonconvex regression
2022/01/21 by Chan--Renous-Legoubin, Rémi, Royer, Clément W. · 1 citation
#49M05 #65K05 #90C60 #FOS: Mathematics #Optimization and Control (math.OC)