Fabian Latorre

According to our database, Fabian Latorre authored at least 12 papers between 2012 and 2024.

Collaborative distances:

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

2024

Improving SAM Requires Rethinking its Optimization Formulation.

Wanyun Xie, Fabian Latorre, Kimon Antonakopoulos, Thomas Pethick, Volkan Cevher

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Adversarial Training Should Be Cast as a Non-Zero-Sum Game.

Alexander Robey, Fabian Latorre, George J. Pappas, Hamed Hassani, Volkan Cevher

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Finding Actual Descent Directions for Adversarial Training.

Fabian Latorre, Igor Krawczuk, Leello Tadesse Dadi, Thomas Pethick, Volkan Cevher

Proceedings of the Eleventh International Conference on Learning Representations, 2023

OTW: Optimal Transport Warping for Time Series.

Fabian Latorre, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Controlling the Complexity and Lipschitz Constant improves Polynomial Nets.

Zhenyu Zhu, Fabian Latorre, Grigorios Chrysos, Volkan Cevher

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers.

Fabian Latorre, Leello Tadesse Dadi, Paul Rolland, Volkan Cevher

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

A Plug-and-Play Deep Image Prior.

Zhaodong Sun, Fabian Latorre, Thomas Sanchez, Volkan Cevher

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Efficient Proximal Mapping of the 1-path-norm of Shallow Networks.

Fabian Latorre, Paul Rolland, Nadav Hallak, Volkan Cevher

Proceedings of the 37th International Conference on Machine Learning, 2020

Lipschitz constant estimation of Neural Networks via sparse polynomial optimization.

Fabian Latorre, Paul Rolland, Volkan Cevher

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints.

Mehmet Fatih Sahin, Armin Eftekhari, Ahmet Alacaoglu, Fabian Latorre, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Fast and Provable ADMM for Learning with Generative Priors.

Fabian Latorre, Armin Eftekhari, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2012

The Maxflow problem and a generalization to simplicial complexes

Fabian Latorre

CoRR, 2012