Fabian Latorre

18 papers A* 9Misc 2Journal 7

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Adversarial Training Should Be Cast as a Non-Zero-Sum Game. ICLR Alexander Robey, Fabian Latorre, George J. Pappas, Hamed Hassani, Volkan Cevher
2024	A*	`conf`	Improving SAM Requires Rethinking its Optimization Formulation. ICML Wanyun Xie, Fabian Latorre, Kimon Antonakopoulos, Thomas Pethick, Volkan Cevher
2024	J	`jnl`	Improving SAM Requires Rethinking its Optimization Formulation. CoRR Wanyun Xie, Fabian Latorre, Kimon Antonakopoulos, Thomas Pethick, Volkan Cevher
2023	J	`jnl`	Adversarial Training Should Be Cast as a Non-Zero-Sum Game. CoRR Alexander Robey, Fabian Latorre, George J. Pappas, Hamed Hassani, Volkan Cevher
2023	A*	`conf`	Finding Actual Descent Directions for Adversarial Training. ICLR Fabian Latorre, Igor Krawczuk, Leello Tadesse Dadi, Thomas Pethick, Volkan Cevher
2023	Misc	`conf`	OTW: Optimal Transport Warping for Time Series. ICASSP Fabian Latorre, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2023	J	`jnl`	OTW: Optimal Transport Warping for Time Series. CoRR Fabian Latorre, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2022	A*	`conf`	Controlling the Complexity and Lipschitz Constant improves Polynomial Nets. ICLR Zhenyu Zhu, Fabian Latorre, Grigorios Chrysos, Volkan Cevher
2022	J	`jnl`	Controlling the Complexity and Lipschitz Constant improves polynomial nets. CoRR Zhenyu Zhu, Fabian Latorre, Grigorios G. Chrysos, Volkan Cevher
2021	Misc	`conf`	A Plug-and-Play Deep Image Prior. ICASSP Zhaodong Sun, Fabian Latorre, Thomas Sanchez, Volkan Cevher
2021	A*	`conf`	The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers. NeurIPS Fabian Latorre, Leello Tadesse Dadi, Paul Rolland, Volkan Cevher
2020	A*	`conf`	Efficient Proximal Mapping of the 1-path-norm of Shallow Networks. ICML Fabian Latorre, Paul Rolland, Nadav Hallak, Volkan Cevher
2020	J	`jnl`	Efficient Proximal Mapping of the 1-path-norm of Shallow Networks. CoRR Fabian Latorre, Paul Rolland, Nadav Hallak, Volkan Cevher
2020	A*	`conf`	Lipschitz constant estimation of Neural Networks via sparse polynomial optimization. ICLR Fabian Latorre, Paul Rolland, Volkan Cevher
2020	J	`jnl`	Lipschitz constant estimation of Neural Networks via sparse polynomial optimization. CoRR Fabian Latorre, Paul Rolland, Volkan Cevher
2019	A*	`conf`	An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints. NeurIPS Mehmet Fatih Sahin, Armin Eftekhari, Ahmet Alacaoglu, Fabian Latorre, Volkan Cevher
2019	A*	`conf`	Fast and Provable ADMM for Learning with Generative Priors. NeurIPS Fabian Latorre, Armin Eftekhari, Volkan Cevher
2012	J	`jnl`	The Maxflow problem and a generalization to simplicial complexes CoRR Fabian Latorre