Cesare Molinari

19 papers A* 1A 1Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Structured Tour of Optimization with Finite Differences.
CoRR
Marco Rando, Cesare Molinari, Lorenzo Rosasco, Silvia Villa
2025 J jnl
Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method.
Autom.
Edoardo Caldarelli, Antoine Chatalic, Adrià Colomé, Cesare Molinari, Carlos Ocampo-Martinez, Carme Torras, Lorenzo Rosasco
2024 — conf
Automatic Gain Tuning for Humanoid Robots Walking Architectures Using Gradient-Free Optimization Techniques.
Humanoids
Carlotta Sartore, Marco Rando, Giulio Romualdi, Cesare Molinari, Lorenzo Rosasco, Daniele Pucci
2024 J jnl
Automatic Gain Tuning for Humanoid Robots Walking Architectures Using Gradient-Free Optimization Techniques.
CoRR
Carlotta Sartore, Marco Rando, Giulio Romualdi, Cesare Molinari, Lorenzo Rosasco, Daniele Pucci
2024 J jnl
Iterative regularization for low complexity regularizers.
Numerische Mathematik
Cesare Molinari, Mathurin Massias, Lorenzo Rosasco, Silvia Villa
2024 J jnl
Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method.
CoRR
Edoardo Caldarelli, Antoine Chatalic, Adrià Colomé, Cesare Molinari, Carlos Ocampo-Martinez, Carme Torras, Lorenzo Rosasco
2024 J jnl
Optimization Insights into Deep Diagonal Linear Networks.
CoRR
Hippolyte Labarrière, Cesare Molinari, Lorenzo Rosasco, Silvia Villa, Cristian Vega
2024 J jnl
Stochastic zeroth order descent with structured directions.
Comput. Optim. Appl.
Marco Rando, Cesare Molinari, Silvia Villa, Lorenzo Rosasco
2023 A* conf
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization.
NeurIPS
Marco Rando, Cesare Molinari, Lorenzo Rosasco, Silvia Villa
2023 J jnl
Be greedy and learn: efficient and certified algorithms for parametrized optimal control problems.
CoRR
Hendrik Kleikamp, Martin Lazar, Cesare Molinari
2023 — conf
Regularization Properties of Dual Subgradient Flow.
ECC
Vassilis Apidopoulos, Cesare Molinari, Lorenzo Rosasco, Silvia Villa
2023 J jnl
Zeroth-order optimization with orthogonal random directions.
Math. Program.
David Kozak, Cesare Molinari, Lorenzo Rosasco, Luis Tenorio, Silvia Villa
2022 J jnl
Stochastic Zeroth order Descent with Structured Directions.
CoRR
Marco Rando, Cesare Molinari, Silvia Villa, Lorenzo Rosasco
2021 A conf
Iterative regularization for convex regularizers.
AISTATS
Cesare Molinari, Mathurin Massias, Lorenzo Rosasco, Silvia Villa
2020 J jnl
Alternating forward-backward splitting for linearly constrained optimization problems.
Optim. Lett.
Cesare Molinari, Juan Peypouquet, Fernando Roldán
2020 J jnl
Generalized Conditional Gradient with Augmented Lagrangian for Composite Minimization.
SIAM J. Optim.
Antonio Silveti-Falls, Cesare Molinari, Jalal Fadili
2020 J jnl
Implicit regularization for convex regularizers.
CoRR
Cesare Molinari, Mathurin Massias, Lorenzo Rosasco, Silvia Villa
2019 J jnl
Convergence Rates of Forward-Douglas-Rachford Splitting Method.
J. Optim. Theory Appl.
Cesare Molinari, Jingwei Liang, Jalal Fadili
2018 J jnl
Lagrangian Penalization Scheme with Parallel Forward-Backward Splitting.
J. Optim. Theory Appl.
Cesare Molinari, Juan Peypouquet