Glineur, François

1. Smooth Strongly Convex Interpolation and Exact Worst-case Performance of\n First-order Methods
   2015/02/19 by Adrien Taylor, Julien M. Hendrickx, Taylor, Adrien B. +3 · 25 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python
   2022/01/11 by Baptiste Goujaud, Céline Moucer, Goujaud, Baptiste +9 · 10 citations
   Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
3. Exact convergence rate of the last iterate in subgradient methods
   2023/07/20 by Moslem Zamani, Zamani, Moslem, François Glineur +1 · 8 citations
   Mathematics · Computer Science · Engineering · #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
4. On the worst-case complexity of the gradient method with exact line\n search for smooth strongly convex functions
   2016/06/30 by Etienne de Klerk, François Glineur, de Klerk, Etienne +3 · 4 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
5. Interpolation Conditions for Linear Operators and Applications to Performance Estimation Problems
   2023/02/17 by Nizar Bousselmi, Julien M. Hendrickx, Bousselmi, Nizar +3 · 8 citations
   Computer Science · Engineering · #49M29 #68Q25 #90C20 #90C22 #90C25 #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
6. Nonnegative Factorization and The Maximum Edge Biclique Problem
   2008/10/23 by Nicolas Gillis, François Glineur, Gillis, Nicolas +1 · 2 citations
   Computer Science · Engineering · #Advanced Graph Theory Research #FOS: Mathematics #Graph Theory and Algorithms #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #graph theory and CDMA systems
7. Exact worst-case convergence rates of the proximal gradient method for composite convex minimization
   2017/05/11 by Taylor, Adrien B., Hendrickx, Julien M., Glineur, François · 2 citations
   #FOS: Mathematics #Optimization and Control (math.OC)
8. Exact worst-case convergence rates of gradient descent: a complete analysis for all constant stepsizes over nonconvex and convex functions
   2024/06/25 by Rotaru, Teodor, Glineur, François, Patrinos, Panagiotis · 4 citations
   #FOS: Mathematics #Optimization and Control (math.OC)
9. Exact Convergence rate of the subgradient method by using Polyak step size
   2024/07/21 by Zamani, Moslem, Glineur, François · 4 citations
   #FOS: Mathematics #Optimization and Control (math.OC)
10. Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent
    2025/03/06 by Teodor Rotaru, Rotaru, Teodor, Panagiotis Patrinos +3 · 3 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
11. On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions
    2022/11/30 by Yassine Kamri, Kamri, Yassine, Julien M. Hendrickx +3 · 2 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
12. Comparison of Proximal First-Order Primal and Primal-Dual algorithms via Performance Estimation
    2024/03/15 by Nizar Bousselmi, Nelly Pustelnik, Bousselmi, Nizar +5 · 1 citation
    Computer Science · Engineering · #Blind Source Separation Techniques #Distributed Sensor Networks and Detection Algorithms #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques