Cesare Molinari

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Iterative Regularization

Constrained Optimization Problems

Top Venues

J. Optim. Theory Appl.

Publications

Cesare Molinari, Mathurin Massias, Lorenzo Rosasco, Silvia Villa
Iterative regularization for low complexity regularizers. Numerische Mathematik 156 (2) (2024)
Edoardo Caldarelli, Antoine Chatalic, Adrià Colomé, Cesare Molinari, Carlos Ocampo-Martinez, Carme Torras, Lorenzo Rosasco
Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method. CoRR (2024)
Hendrik Kleikamp, Martin Lazar, Cesare Molinari
Be greedy and learn: efficient and certified algorithms for parametrized optimal control problems. CoRR (2023)
David Kozak, Cesare Molinari, Lorenzo Rosasco, Luis Tenorio, Silvia Villa
Zeroth-order optimization with orthogonal random directions. Math. Program. 199 (1) (2023)
Marco Rando, Cesare Molinari, Lorenzo Rosasco, Silvia Villa
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization. NeurIPS (2023)
Vassilis Apidopoulos, Cesare Molinari, Lorenzo Rosasco, Silvia Villa
Regularization Properties of Dual Subgradient Flow. ECC (2023)
Marco Rando, Cesare Molinari, Silvia Villa, Lorenzo Rosasco
Stochastic Zeroth order Descent with Structured Directions. CoRR (2022)
Cesare Molinari, Mathurin Massias, Lorenzo Rosasco, Silvia Villa
Iterative regularization for convex regularizers. AISTATS (2021)
Cesare Molinari, Juan Peypouquet, Fernando Roldan
Alternating forward-backward splitting for linearly constrained optimization problems. Optim. Lett. 14 (5) (2020)
Antonio Silveti-Falls, Cesare Molinari, Jalal Fadili
Generalized Conditional Gradient with Augmented Lagrangian for Composite Minimization. SIAM J. Optim. 30 (4) (2020)
Cesare Molinari, Mathurin Massias, Lorenzo Rosasco, Silvia Villa
Implicit regularization for convex regularizers. CoRR (2020)
Cesare Molinari, Jingwei Liang, Jalal Fadili
Convergence Rates of Forward-Douglas-Rachford Splitting Method. J. Optim. Theory Appl. 182 (2) (2019)
Cesare Molinari, Juan Peypouquet
Lagrangian Penalization Scheme with Parallel Forward-Backward Splitting. J. Optim. Theory Appl. 177 (2) (2018)