Guillaume Garrigos
Guillaume Garrigos
Université Paris-Diderot
Verifierad e-postadress på lpsm.paris - Startsida
TitelCiteras avÅr
Splitting methods with variable metric for Kurdyka–Łojasiewicz functions and general convergence rates
P Frankel, G Garrigos, J Peypouquet
Journal of Optimization Theory and Applications 165 (3), 874-900, 2015
1142015
Iterative regularization via dual diagonal descent
G Garrigos, L Rosasco, S Villa
Journal of Mathematical Imaging and Vision, doi:10.1007/s10851-017-0754-0, 2017
182017
Convergence of the forward-backward algorithm: Beyond the worst case with the help of geometry
G Garrigos, L Rosasco, S Villa
arXiv preprint arXiv:1703.09477, 2017
142017
A dynamic gradient approach to Pareto optimization with nonsmooth convex objective functions
H Attouch, G Garrigos, X Goudou
Journal of Mathematical Analysis and Applications 422 (1), 741-771, 2015
142015
Splitting methods with variable metric for KL functions
P Frankel, G Garrigos, J Peypouquet
arXiv preprint arXiv:1405.1357, 2014
102014
Thresholding gradient methods in Hilbert spaces: support identification and linear convergence
G Garrigos, L Rosasco, S Villa
arXiv preprint arXiv:1712.00357, 2017
22017
Descent dynamical systems and algorithms for tame optimization, and multi-objective problems
G Garrigos
12015
Multiibjective optimization: an inertial dynamical approach to Pareto optima
H Attouch, G Garrigos
arXiv preprint arXiv:1506.02823, 2015
12015
Splitting methods with variable metric for KL functions and general convergence rates
P Frankel, G Garrigos, J Peypouquet
arXiv preprint arXiv:1405.1357, 2014
12014
Accelerated iterative regularization via dual diagonal descent
L Calatroni, G Garrigos, L Rosasco, S Villa
arXiv preprint arXiv:1912.12153, 2019
2019
Model Consistency for Learning with Mirror-Stratifiable Regularizers
J Fadili, G Garrigos, J Malick, G Peyré
arXiv preprint arXiv:1803.08381, 2018
2018
Sparse Multiple Kernel Learning: Support Identification via Mirror Stratifiability
G Garrigos, L Rosasco, S Villa
https://arxiv.org/abs/1803.00783, 2018
2018
Iterative regularization via a dual diagonal descent method
G Garrigos, L Rosasco, S Villa
NIPS Workshop on Optimization for Machine Learning, 2016
2016
Structured sparsity in inverse problems and support recovery with mirror-stratifiable functions
G GARRIGOS, L ROSASCO, S VILLA
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Artiklar 1–14