VILLA, SILVIA

VILLA, SILVIA  

100021 - Dipartimento di Matematica  

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Titolo Data di pubblicazione Autore(i) File
A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization. 1-gen-2011 DE VITO, Ernesto; Villa, Silvia; Umanita', Veronica
A First-Order Stochastic Primal-Dual Algorithm with Correction Step 1-gen-2017 Rosasco, Lorenzo; Villa, Silvia; Công Vũ, Bằng
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups 1-gen-2010 Mosci, Sofia; Villa, Silvia; Verri, Alessandro; Rosasco, Lorenzo
A Regularization Approach to Nonlinear Variable Selection 1-gen-2010 Rosasco, Lorenzo; Santoro, M; Mosci, Sofia; Villa, Silvia; Verri, Alessandro
A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions 1-gen-2016 Rosasco, Lorenzo; Villa, Silvia; Vũ, Băng Công
Accelerated and Inexact Forward-Backward Algorithms 1-gen-2013 Villa, Silvia; Salzo, Saverio; L., Baldassarre; Verri, Alessandro
Accelerated iterative regularization via dual diagonal descent 1-gen-2021 Calatroni, L.; Garrigos, G.; Rosasco, L.; Villa, S.
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization 1-gen-2022 Rando, M.; Carratino, L.; Villa, S.; Rosasco, L.
An extension of Mercer theorem to matrix-valued measurable kernels 1-gen-2013 DE VITO, Ernesto; Umanita', Veronica; Villa, Silvia
Approximability of sliding modes and regularization 1-gen-2006 Levaggi, Laura; Villa, Silvia
AW -Convergence and Well-Posedness of Non Convex Functions 1-gen-2003 Villa, Silvia
Consistency of Learning Algorithms Using Attouch–Wets Convergence 1-gen-2012 Villa, Silvia; Rosasco, Lorenzo; Mosci, Sofia; Verri, Alessandro
Consistent learning by composite proximal thresholding 1-gen-2018 Combettes, Patrick L.; Salzo, Saverio; Villa, Silvia
Convergence analysis of a proximal Gauss-Newton method 1-gen-2012 Salzo, Saverio; Villa, Silvia
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization 1-gen-2023 Traore, C.; Salzo, S.; Villa, S.
Convergence of Stochastic Proximal Gradient Algorithm 1-gen-2019 Rosasco, Lorenzo; Villa, Silvia; Cong Vu, Bang
Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry 1-gen-2022 Garrigos, G.; Rosasco, L.; Villa, S.
Convergence rates for the heavy-ball continuous dynamics for non-convex optimization, under Polyak–Łojasiewicz condition 1-gen-2022 Apidopoulos, V.; Ginatta, N.; Villa, S.
Dynamic Simulations of Kidney Exchanges 1-gen-2011 Beccuti, M.; Fragnelli, V.; Franceschinis, GIULIANA ANNAMARIA; Villa, S.
Elastic-net regularization: iterative algorithms and asymptotic behavior of solutions 1-gen-2010 Umanita', Veronica; Villa, Silvia