Antonio Silveti-Falls

According to our database, Antonio Silveti-Falls authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Training Neural Networks at Any Scale: An exposition.

Thomas Pethick, Kimon Antonakopoulos, Antonio Silveti-Falls, Leena Chennuru Vankadara, Volkan Cevher

IEEE Signal Process. Mag., May, 2026

Constrained Stochastic Spectral Preconditioning Converges for Nonconvex Objectives.

Konstantinos A. Oikonomidis, Jan Quan, Kimon Antonakopoulos, Antonio Silveti-Falls, Volkan Cevher, Panagiotis Patrinos

CoRR, May, 2026

On the Role of Batch Size in Stochastic Conditional Gradient Methods.

Rustem Islamov, Roman Machacek, Aurélien Lucchi, Antonio Silveti-Falls, Eduard Gorbunov, Volkan Cevher

CoRR, March, 2026

2025

Training Neural Networks at Any Scale.

Thomas Pethick, Kimon Antonakopoulos, Antonio Silveti-Falls, Leena Chennuru Vankadara, Volkan Cevher

CoRR, November, 2025

Training Deep Learning Models with Norm-Constrained LMOs.

Thomas Pethick, Wanyun Xie, Kimon Antonakopoulos, Zhenyu Zhu, Antonio Silveti-Falls, Volkan Cevher

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Numerical Implementation of Variational Morphological Operators on Graphs.

Miguel Amorim, Jean-Christophe Pesquet, Tristan Portugues, Antonio Silveti-Falls, Hugues Talbot

Proceedings of the Discrete Geometry and Mathematical Morphology, 2025

2024

Differentiating Nonsmooth Solutions to Parametric Monotone Inclusion Problems.

Jérôme Bolte, Edouard Pauwels, Antonio Silveti-Falls

SIAM J. Optim., March, 2024

2021

First-Order Noneuclidean Splitting Methods for Large-Scale Optimization: Deterministic and Stochastic Algorithms. (Méthodes d'Éclatement Non Euclidien du Premier Ordre pour l'Optimisation à Grande Échelle: Algorithmes Déterministes et Stochastiques).

Antonio Silveti-Falls

PhD thesis, 2021

Nonsmooth Implicit Differentiation for Machine-Learning and Optimization.

Jérôme Bolte, Tam Le, Edouard Pauwels, Antonio Silveti-Falls

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Generalized Conditional Gradient with Augmented Lagrangian for Composite Minimization.

Antonio Silveti-Falls, Cesare Molinari, Jalal Fadili

SIAM J. Optim., 2020