Projects per year
Personal profile
Areas of expertise
Numerical analysis, optimization, algorithms, transportation modelling, numerical linear algebra, mobility analysis
External responsibilities
Awards
Diplomas
Areas of expertise
External responsibilities
Awards
Diplomas
Education/Academic qualification
Doctor of Science, University of Namur
Award Date: 1 Jan 1978
Master of Mathematics, University of Namur
Award Date: 1 Jan 1974
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Dive into the research topics where Philippe Toint is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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CUTEr: Constrained and Unconstrained Testing Environment, revisited (CUTEr)
Toint, P. (PI)
1/01/01 → …
Project: Research
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GALAHAD: GALAHAD, a suite of programs for nonlinear optimization
Toint, P. (PI)
1/03/00 → …
Project: Research
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DFO: Derivative free numerical algorithms for optimization
Toint, P. (PI), COLSON, B. (Researcher), Gratton, S. (PI), Tröltzsch, A. (Researcher) & RODRIGUES SAMPAIO, P. (CoI)
1/03/94 → …
Project: Research
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ADALGOPT: ADALGOPT - Advanced algorithms in nonlinear optimization
Sartenaer, A. (CoI) & Toint, P. (CoI)
1/01/87 → …
Project: Research Axis
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Complexity in nonlinear optimization
Toint, P. (CoI), Gould, N. I. M. (CoI) & Cartis, C. (CoI)
1/11/08 → …
Project: Research
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An objective-function-free algorithm for general smooth constrained optimization
Bellavia, S., Gratton, S., Morini, B. & Toint, P., 2 Feb 2026, Arxiv.Research output: Working paper › Preprint
File14 Downloads (Pure) -
A unified convergence theory for adaptive first-order methods in the nonconvex case, including AdaNorm, full and diagonal AdaGrad, Shampoo and Muon
Gratton, S. & Toint, P., 17 Apr 2026, Arxiv.Research output: Working paper › Preprint
File10 Downloads (Pure) -
Iteration complexity of the Difference-of-Convex Algorithm for unconstrained optimization: a simple proof
Gratton, S. & Toint, P., 22 Jan 2026, Arxiv.Research output: Working paper › Preprint
File5 Downloads (Pure) -
Stochastic convergence of parallel asynchronous adaptive first-order methods
Gratton, S. & Toint, P., Jun 2026, Arxiv.Research output: Working paper
File12 Downloads (Pure) -
A Fast Newton Method Under Local Lipschitz Smoothness
Gratton, S., Jerad, S. & Toint, P., 2025, Arxiv.Research output: Working paper
File31 Downloads (Pure)
Prizes
Activities
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A unified convergence theory for adaptive first-order methods in the nonconvex case, including AdaNorm, full and diagonal AdaGrad, Shampoo and Muon
Toint, P. (Speaker)
4 Jun 2026Activity: Talk or presentation types › Invited talk
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A unified convergence theory for adaptive first-order methods in the nonconvex case, including AdaNorm, full and diagonal AdaGrad, Shampoo and Muon
Toint, P. (Speaker)
26 Jun 2026 → 1 Jul 2026Activity: Talk or presentation types › Invited talk
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Deterministic and stochastic optimization without evaluating the objective function
Toint, P. (Speaker)
14 Apr 2026Activity: Talk or presentation types › Invited talk
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Artificial and Natural Intelligence Toulouse Institute (ANITI)
Toint, P. (Visiting researcher)
13 Feb 2026 → 21 Feb 2026Activity: Visiting an external institution types › Visiting an external academic institution
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Stochastic ADAGRAD with bounds, curvature (and problem structure)
Toint, P. (Speaker)
Jan 2026 → 9 Jan 2026Activity: Talk or presentation types › Invited talk
Thesis
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La méthode de Ritz Galerkin en contrôle optimal : convergence et calcul de l'erreur
Toint, P. (Author), 1974Student thesis: Master types › Master in Mathematics
File
Press/Media
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Advances in Mathematics Explain the Power of Computing
26/04/22
1 item of Media coverage
Press/Media: Expert Comment