VILLA, SILVIA
VILLA, SILVIA
100021 - Dipartimento di Matematica
A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization.
2011-01-01 DE VITO, Ernesto; Villa, Silvia; Umanita', Veronica
A First-Order Stochastic Primal-Dual Algorithm with Correction Step
2017-01-01 Rosasco, Lorenzo; Villa, Silvia; Công Vũ, Bằng
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups
2010-01-01 Mosci, Sofia; Villa, Silvia; Verri, Alessandro; Rosasco, Lorenzo
A Regularization Approach to Nonlinear Variable Selection
2010-01-01 Rosasco, Lorenzo; Santoro, M; Mosci, Sofia; Villa, Silvia; Verri, Alessandro
A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions
2016-01-01 Rosasco, Lorenzo; Villa, Silvia; Vũ, Băng Công
Accelerated and Inexact Forward-Backward Algorithms
2013-01-01 Villa, Silvia; Salzo, Saverio; L., Baldassarre; Verri, Alessandro
Accelerated iterative regularization via dual diagonal descent
2021-01-01 Calatroni, L.; Garrigos, G.; Rosasco, L.; Villa, S.
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization
2022-01-01 Rando, M.; Carratino, L.; Villa, S.; Rosasco, L.
An extension of Mercer theorem to matrix-valued measurable kernels
2013-01-01 DE VITO, Ernesto; Umanita', Veronica; Villa, Silvia
An extension of Mercer theorem to matrix-valued measurable kernels
2013-01-01 De Vito, E.; Umanit(`a), V.; Villa, S.
Approximability of sliding modes and regularization
2006-01-01 Levaggi, Laura; Villa, Silvia
AW -Convergence and Well-Posedness of Non Convex Functions
2003-01-01 Villa, Silvia
Consistency of Learning Algorithms Using Attouch–Wets Convergence
2012-01-01 Villa, Silvia; Rosasco, Lorenzo; Mosci, Sofia; Verri, Alessandro
Consistent learning by composite proximal thresholding
2018-01-01 Combettes, Patrick L.; Salzo, Saverio; Villa, Silvia
Convergence analysis of a proximal Gauss-Newton method
2012-01-01 Salzo, Saverio; Villa, Silvia
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization
2023-01-01 Traore, C.; Salzo, S.; Villa, S.
Convergence of Stochastic Proximal Gradient Algorithm
2019-01-01 Rosasco, Lorenzo; Villa, Silvia; Cong Vu, Bang
Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry
2022-01-01 Garrigos, G.; Rosasco, L.; Villa, S.
Convergence rates for the heavy-ball continuous dynamics for non-convex optimization, under Polyak–Łojasiewicz condition
2022-01-01 Apidopoulos, V.; Ginatta, N.; Villa, S.
Dynamic Simulations of Kidney Exchanges
2011-01-01 Beccuti, M.; Fragnelli, V.; Franceschinis, GIULIANA ANNAMARIA; Villa, S.