Source: Polynomial Optimization, Moments, and Applications ; https://hal.science/hal-04097069 ; Michal Kočvara; Bernard Mourrain; Cordian Riener. Polynomial Optimization, Moments, and Applications, Springer,

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Report

COERCIVITY OF THE COMPUTATION OF SUM OF SQUARES FROM DATA POINTS: THE CASE OF THE HYPERCUBE ; COERCIVITY OF THE COMPUTATION OF SUM OF SQUARES FROM DATA POINTS: THE CASE OF THE HYPERCUBE: SUM OF SQUARES AND DATA POINTS

Authors : Despr És, Bruno;

Subjects: Positive polynomials sum of squares convex analysis positive interpolation AMS subject classifications. 90C30 65K05 90C25; Positive polynomials; sum of squares

Source: https://hal.sorbonne-universite.fr/hal-04034482 ; 2023.

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OPTIMIZATION SCHEMES ON MANIFOLDS FOR STRUCTURED MATRICES WITH FIXED EIGENVALUES ; Schémas d'optimation sur les variétés pour des matrices structurées à spectre fixé

Authors : Chehab, Jean-Paul; Oviedo, Harry; Raydan, Marcos ...

Subjects: Riemannian optimization Stiefel manifold inverse eigenvalue problems spectral graph theory augmented Lagrangian alternating direction method of multipliers AMS Subject Classification: 15A29 65F18 15A83 15B10 05C50 90C30; Riemannian optimization; Stiefel manifold

Source: https://hal.science/hal-04239863 ; 2023.

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Academic Journal

A systematic approach to Lyapunov analyses of continuous-time models in convex optimization

Authors : Moucer, Céline; Taylor, Adrien; Bach, Francis ...

Subjects: Ordinary differential equations; Stochastic differential equations; Performance estimation

Source: ISSN: 1052-6234 ; SIAM Journal on Optimization ; https://inria.hal.science/hal-03677528 ; SIAM Journal on Optimization, 2023, 33 (3), pp.1558-1586. ⟨10.1137/22M1498486⟩.

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Polyhedral Newton-min algorithms for complementarity problems - The full report ; Algorithmes de Newton-min polyédriques pour les problèmes de complémentarité - Le rapport complet

Authors : Dussault, Jean-Pierre; Frappier, Mathieu; Gilbert, Jean Charles ...

Subjects: Complementarity problem; Global convergence; Least-square merit function

Source: https://hal.science/hal-04097624 ; [Research Report] Inria Paris; Université de Sherbrooke (Québec, Canada). 2023, pp.43.

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Academic Journal

General Versions of the Ekeland Variational Principle: Ekeland Points and Stop and Go Dynamics

Authors : Hai, Le Phuoc; Khanh, Phan Quoc; Soubeyran, Antoine ...

Subjects: Ekeland variational principle; Two perturbation bifunctions; Better perturbation

Source: ISSN: 0022-3239.

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Biobjective Hypervolume Based HV-ISOOMOO Algorithms Converge with At Least Sublinear Speed to the Entire Pareto Front

Authors : Marescaux, Eugénie; Auger, Anne;

Subjects: multiobjective optimization; convergence; hypervolume

Source: https://hal.science/hal-03198414 ; 2022.

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Conference

On the almost sure convergence of stochastic gradient descent in non-convex problems

Authors : Mertikopoulos, Panayotis; Hallak, Nadav; Kavis, Ali ...

Subjects: 2020 Mathematics Subject Classification. Primary 90C26; 62L20; secondary 90C30VancouverVancouver, Canada

Source: NeurIPS 2020 - 34th International Conference on Neural Information Processing Systems ; https://hal.inria.fr/hal-03043771 ; NeurIPS 2020 - 34th International Conference on Neural Information

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نتائج البحث

فلترة النتائج

A nonsmooth Frank–Wolfe algorithm through a dual cutting-plane approach

Projected gradient descent accumulates at Bouligand stationary points

Relative entropy methods in constrained polynomial and signomial optimization

COERCIVITY OF THE COMPUTATION OF SUM OF SQUARES FROM DATA POINTS: THE CASE OF THE HYPERCUBE ; COERCIVITY OF THE COMPUTATION OF SUM OF SQUARES FROM DATA POINTS: THE CASE OF THE HYPERCUBE: SUM OF SQUARES AND DATA POINTS

OPTIMIZATION SCHEMES ON MANIFOLDS FOR STRUCTURED MATRICES WITH FIXED EIGENVALUES ; Schémas d'optimation sur les variétés pour des matrices structurées à spectre fixé

A systematic approach to Lyapunov analyses of continuous-time models in convex optimization

Polyhedral Newton-min algorithms for complementarity problems - The full report ; Algorithmes de Newton-min polyédriques pour les problèmes de complémentarité - Le rapport complet

General Versions of the Ekeland Variational Principle: Ekeland Points and Stop and Go Dynamics

Biobjective Hypervolume Based HV-ISOOMOO Algorithms Converge with At Least Sublinear Speed to the Entire Pareto Front

On the almost sure convergence of stochastic gradient descent in non-convex problems

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