Sfoglia per Autore
Accelerated iterative regularization via dual diagonal descent
2021-01-01 Calatroni, L.; Garrigos, G.; Rosasco, L.; Villa, S.
Parallel random block-coordinate forward–backward algorithm: a unified convergence analysis
2021-01-01 Salzo, S.; Villa, S.
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.
Zeroth order optimization with orthogonal random directions
2022-01-01 Kozak, David; Molinari, Cesare; Rosasco, Lorenzo; Tenorio, Luis; Villa, Silvia
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization
2022-01-01 Rando, M.; Carratino, L.; Villa, S.; Rosasco, L.
Fast iterative regularization by reusing data
2023-01-01 Vega, C.; Molinari, C.; Rosasco, L.; Villa, S.
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization
2023-01-01 Traore, C.; Salzo, S.; Villa, S.
Implicit regularization with strongly convex bias: Stability and acceleration
2023-01-01 Villa, S; Matet, S; Vu, Bc; Rosasco, L
Snacks: a fast large-scale kernel SVM solver
2023-01-01 Tanji, S.; Vecchia, A. D.; Glineur, F.; Villa, S.
Regularization Properties of Dual Subgradient Flow
2023-01-01 Apidopoulos, Vassilis; Molinari, Cesare; Rosasco, Lorenzo; Villa, Silvia
Iterative regularization for low complexity regularizers
2024-01-01 Molinari, C.; Massias, M.; Rosasco, L.; Villa, S.
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