Details about Jérôme Bolte

Access statistics for papers by Jérôme Bolte.

Last updated 2024-02-07. Update your information in the RePEc Author Service.

Short-id: pbo498

Working Papers

2024

1. Swarm gradient dynamics for global optimization: the mean-field limit case
   Post-Print, HAL
   Also in TSE Working Papers, Toulouse School of Economics (TSE) (2022) View citations (1)

2022

2. Nonsmooth Implicit Differentiation for Machine Learning and Optimization
   TSE Working Papers, Toulouse School of Economics (TSE)
3. Subgradient sampling for nonsmooth nonconvex minimization
   TSE Working Papers, Toulouse School of Economics (TSE)
4. The Iterates of the Frank-Wolfe Algorithm May Not Converge
   TSE Working Papers, Toulouse School of Economics (TSE)
   See also Journal Article The Iterates of the Frank–Wolfe Algorithm May Not Converge, Mathematics of Operations Research, INFORMS (2024) (2024)

2021

5. A Hölderian backtracking method for min-max and min-min problems
   TSE Working Papers, Toulouse School of Economics (TSE)
6. A mathematical model for automatic differentiation in machine learning
   TSE Working Papers, Toulouse School of Economics (TSE) View citations (1)

2020

7. Curiosities and counterexamples in smooth convex optimization
   TSE Working Papers, Toulouse School of Economics (TSE) View citations (1)
8. Long term dynamics of the subgradient method for Lipschitz path differentiable functions
   TSE Working Papers, Toulouse School of Economics (TSE) View citations (1)
9. The multiproximal linearization method for convex composite problems
   Post-Print, HAL

2019

10. An Inertial Newton Algorithm for Deep Learning
    TSE Working Papers, Toulouse School of Economics (TSE) View citations (8)
11. Conservative set valued fields, automatic differentiation, stochastic gradient methods and deep learning
    TSE Working Papers, Toulouse School of Economics (TSE) View citations (2)

2017

12. A family of functional inequalities: lojasiewicz inequalities and displacement convex functions
    IAST Working Papers, Institute for Advanced Study in Toulouse (IAST)
    Also in TSE Working Papers, Toulouse School of Economics (TSE) (2017)

2015

13. Researcher's Dilemma
    CEPR Discussion Papers, C.E.P.R. Discussion Papers
    Also in IDEI Working Papers, Institut d'Économie Industrielle (IDEI), Toulouse (2015)
    TSE Working Papers, Toulouse School of Economics (TSE) (2015) View citations (3)
    See also Journal Article Researcher’s Dilemma, The Review of Economic Studies, Review of Economic Studies Ltd (2017) View citations (17) (2017)

Journal Articles

2024

1. The Iterates of the Frank–Wolfe Algorithm May Not Converge
   Mathematics of Operations Research, 2024, 49, (4), 2565-2578
   See also Working Paper The Iterates of the Frank-Wolfe Algorithm May Not Converge, TSE Working Papers (2022) (2022)

2021

2. Quartic First-Order Methods for Low-Rank Minimization
   Journal of Optimization Theory and Applications, 2021, 189, (2), 341-363 View citations (2)

2019

3. On Linear Convergence of Non-Euclidean Gradient Methods without Strong Convexity and Lipschitz Gradient Continuity
   Journal of Optimization Theory and Applications, 2019, 182, (3), 1068-1087 View citations (8)

2018

4. Nonconvex Lagrangian-Based Optimization: Monitoring Schemes and Global Convergence
   Mathematics of Operations Research, 2018, 43, (4), 1210-1232 View citations (4)

2017

5. A Descent Lemma Beyond Lipschitz Gradient Continuity: First-Order Methods Revisited and Applications
   Mathematics of Operations Research, 2017, 42, (2), 330-348 View citations (37)
6. Researcher’s Dilemma
   The Review of Economic Studies, 2017, 84, (3), 969-1014 View citations (17)
   See also Working Paper Researcher's Dilemma, CEPR Discussion Papers (2015) (2015)

2003

7. Continuous Gradient Projection Method in Hilbert Spaces
   Journal of Optimization Theory and Applications, 2003, 119, (2), 235-259 View citations (7)