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Titolo Data di pubblicazione Autore(i) File
Accelerated and Inexact Forward-Backward Algorithms 1-gen-2013 Villa, Silvia; Salzo, Saverio; L., Baldassarre; Verri, Alessandro
Nonparametric Sparsity and Regularization 1-gen-2013 Rosasco, Lorenzo; Villa, Silvia; Mosci, Sofia; Santoro, M.; Verri, A.
On learnability, complexity and stability 1-gen-2013 Villa, Silvia; Rosasco, Lorenzo; Poggio, Tomaso
An extension of Mercer theorem to matrix-valued measurable kernels 1-gen-2013 De Vito, E.; Umanit(`a), V.; Villa, S.
Proximal methods for the latent group lasso penalty 1-gen-2014 Villa, Silvia; Rosasco, Lorenzo; Mosci, Sofia; Verri, Alessandro
Learning with incremental iterative regularization 1-gen-2015 Rosasco, Lorenzo; Villa, Silvia
Learning multiple visual tasks while discovering their structure 1-gen-2015 Ciliberto, Carlo; Rosasco, Lorenzo; Villa, Silvia
Stochastic gradient methods for stochastic model predictive control 1-gen-2016 Themelis, Andreas; Villa, Silvia; Patrinos, Panagiotis; Bemporad, Alberto
Stochastic Forward---Backward Splitting for Monotone Inclusions 1-gen-2016 Rosasco, Lorenzo; Silvia, Villa; Bang Công Vũ, ; Villa, Silvia
A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions 1-gen-2016 Rosasco, Lorenzo; Villa, Silvia; Vũ, Băng Công
Iterative Regularization via Dual Diagonal Descent 1-gen-2017 Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
A First-Order Stochastic Primal-Dual Algorithm with Correction Step 1-gen-2017 Rosasco, Lorenzo; Villa, Silvia; Công Vũ, Bằng
Modified Fejér sequences and applications 1-gen-2017 Lin, Junhong; Rosasco, Lorenzo; Villa, Silvia; Zhou, Ding-Xuan
Sparse multiple kernel learning: Support identification via mirror stratifiability 1-gen-2018 GUILLAUME GASPARD PABLO GERAUD, Garrigos; Rosasco, Lorenzo; Villa, Silvia
Consistent learning by composite proximal thresholding 1-gen-2018 Combettes, Patrick L.; Salzo, Saverio; Villa, Silvia
Regularized learning schemes in feature Banach spaces 1-gen-2018 Combettes, Patrick L.; Salzo, Saverio; Villa, Silvia
Convergence of Stochastic Proximal Gradient Algorithm 1-gen-2019 Rosasco, Lorenzo; Villa, Silvia; Cong Vu, Bang
Thresholding gradient methods in Hilbert spaces: support identification and linear convergence 1-gen-2020 Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
Iterative regularization for convex regularizers 1-gen-2021 Molinari, Cesare; Massias, MATHURIN PIERRE GILLES; Rosasco, Lorenzo; Villa, Silvia
Proximal Gradient Methods for Machine Learning and Imaging 1-gen-2021 Salzo, Saverio; Villa, Silvia
Mostrati risultati da 21 a 40 di 52
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