Constrained Learning with Non-Convex Losses

Constrained Learning with Non-Convex Losses

8 March 2021

Luiz F. O. Chamon

Santiago Paternain

Miguel Calvo-Fullana

Alejandro Ribeiro

Papers citing "Constrained Learning with Non-Convex Losses"

6 / 6 papers shown

Title
Mathematics of Continual Learning Liangzu Peng René Vidal CLL 70 0 0 24 Apr 2025
Near-Optimal Solutions of Constrained Learning Problems Juan Elenter Luiz F. O. Chamon Alejandro Ribeiro 26 5 0 18 Mar 2024
Resilient Constrained Learning Ignacio Hounie Alejandro Ribeiro Luiz F. O. Chamon 21 9 0 04 Jun 2023
Automatic Data Augmentation via Invariance-Constrained Learning Ignacio Hounie Luiz F. O. Chamon Alejandro Ribeiro 23 10 0 29 Sep 2022
Towards Principled Disentanglement for Domain Generalization Hanlin Zhang Yi-Fan Zhang Weiyang Liu Adrian Weller Bernhard Schölkopf Eric P. Xing OOD 31 112 0 27 Nov 2021
Adversarial Robustness with Semi-Infinite Constrained Learning Alexander Robey Luiz F. O. Chamon George J. Pappas Hamed Hassani Alejandro Ribeiro AAML OOD 118 42 0 29 Oct 2021