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Model Consistency for Learning with Mirror-Stratifiable Regularizers
Jalal M. Fadili
,
Guillaume Garrigos
,
Jérôme Malick
,
Gabriel Peyré
International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2019, Naha, Japan. pp.1236-1244
Communication dans un congrès
hal-01988309v1
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Splitting methods with variable metric for KL functions
Pierre Frankel
,
Guillaume Garrigos
,
Juan Peypouquet
2013
Pré-publication, Document de travail
hal-00987523v2
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Thresholding gradient methods in Hilbert spaces: support identification and linear convergence
Guillaume Garrigos
,
Lorenzo Rosasco
,
Silvia Villa
Article dans une revue
hal-03886153v1
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Sparse Multiple Kernel Learning: Support Identification via Mirror Stratifiability
Guillaume Garrigos
,
Lorenzo Rosasco
,
Silvia Villa
Communication dans un congrès
hal-03886322v1
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SAN: Stochastic Average Newton Algorithm for Minimizing Finite Sums
Rui Yuan
,
Robert M. Gower
,
Jiabin Chen
,
Guillaume Garrigos
25th International Conference on Artificial Intelligence and Statistics, 2022, Valencia, Spain
Communication dans un congrès
hal-03886300v1
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Accelerated Iterative Regularization via Dual Diagonal Descent
Luca Calatroni
,
Guillaume Garrigos
,
Lorenzo Rosasco
,
Silvia Villa
Article dans une revue
hal-03195616v1
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Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry
Guillaume Garrigos
,
Lorenzo Rosasco
,
Silvia Villa
Article dans une revue
hal-03886199v1
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Descent dynamical systems and algorithms for tame optimization and multi-objective problems.
Guillaume Garrigos
Optimization and Control [math.OC]. Université de Montpellier; Universidad Tecnica Federico Santa Maria, 2015. English. ⟨NNT : ⟩
Thèse
tel-01245406v1
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A dynamic gradient approach to Pareto optimization with nonsmooth convex objective functions
Hedy Attouch
,
Guillaume Garrigos
,
Xavier Goudou
2014
Pré-publication, Document de travail
hal-01002541v1
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Descent dynamical systems and algorithms for tame optimization, and multi-objective problems
Guillaume Garrigos
Modeling and Simulation. Université Montpellier; Universidad técnica Federico Santa María (Valparaiso, Chili), 2015. English. ⟨NNT : 2015MONTS191⟩
Thèse
tel-02023313v1
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Iterative Regularization via Dual Diagonal Descent
Guillaume Garrigos
,
Lorenzo Rosasco
,
Silvia Villa
Article dans une revue
hal-03886179v1
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Multiobjective optimization : an inertial dynamical approach to Pareto optima.
Hédy Attouch
,
Guillaume Garrigos
2015
Pré-publication, Document de travail
hal-01161749v1
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