Alert button
Picture for Luiz F. O. Chamon

Luiz F. O. Chamon

Alert button

Near-Optimal Solutions of Constrained Learning Problems

Mar 18, 2024
Juan Elenter, Luiz F. O. Chamon, Alejandro Ribeiro

Viaarxiv icon

Reply to 'Comments on Graphon Signal Processing' [arXiv:2310.14683]

Jan 05, 2024
Luana Ruiz, Luiz F. O. Chamon, Alejandro Ribeiro

Viaarxiv icon

Distributed Universal Adaptive Networks

Jul 07, 2023
Cassio G. Lopes, Vítor H. Nascimento, Luiz F. O. Chamon

Viaarxiv icon

Resilient Constrained Learning

Jun 04, 2023
Ignacio Hounie, Alejandro Ribeiro, Luiz F. O. Chamon

Figure 1 for Resilient Constrained Learning
Figure 2 for Resilient Constrained Learning
Figure 3 for Resilient Constrained Learning
Figure 4 for Resilient Constrained Learning
Viaarxiv icon

Automatic Data Augmentation via Invariance-Constrained Learning

Sep 29, 2022
Ignacio Hounie, Luiz F. O. Chamon, Alejandro Ribeiro

Figure 1 for Automatic Data Augmentation via Invariance-Constrained Learning
Figure 2 for Automatic Data Augmentation via Invariance-Constrained Learning
Figure 3 for Automatic Data Augmentation via Invariance-Constrained Learning
Figure 4 for Automatic Data Augmentation via Invariance-Constrained Learning
Viaarxiv icon

Probabilistically Robust Learning: Balancing Average- and Worst-case Performance

Feb 02, 2022
Alexander Robey, Luiz F. O. Chamon, George J. Pappas, Hamed Hassani

Figure 1 for Probabilistically Robust Learning: Balancing Average- and Worst-case Performance
Figure 2 for Probabilistically Robust Learning: Balancing Average- and Worst-case Performance
Figure 3 for Probabilistically Robust Learning: Balancing Average- and Worst-case Performance
Figure 4 for Probabilistically Robust Learning: Balancing Average- and Worst-case Performance
Viaarxiv icon

Transferability Properties of Graph Neural Networks

Dec 09, 2021
Luana Ruiz, Luiz F. O. Chamon, Alejandro Ribeiro

Figure 1 for Transferability Properties of Graph Neural Networks
Figure 2 for Transferability Properties of Graph Neural Networks
Figure 3 for Transferability Properties of Graph Neural Networks
Viaarxiv icon

Adversarial Robustness with Semi-Infinite Constrained Learning

Oct 29, 2021
Alexander Robey, Luiz F. O. Chamon, George J. Pappas, Hamed Hassani, Alejandro Ribeiro

Figure 1 for Adversarial Robustness with Semi-Infinite Constrained Learning
Figure 2 for Adversarial Robustness with Semi-Infinite Constrained Learning
Figure 3 for Adversarial Robustness with Semi-Infinite Constrained Learning
Figure 4 for Adversarial Robustness with Semi-Infinite Constrained Learning
Viaarxiv icon

Constrained Learning with Non-Convex Losses

Mar 08, 2021
Luiz F. O. Chamon, Santiago Paternain, Miguel Calvo-Fullana, Alejandro Ribeiro

Figure 1 for Constrained Learning with Non-Convex Losses
Figure 2 for Constrained Learning with Non-Convex Losses
Viaarxiv icon

Towards Safe Continuing Task Reinforcement Learning

Feb 24, 2021
Miguel Calvo-Fullana, Luiz F. O. Chamon, Santiago Paternain

Figure 1 for Towards Safe Continuing Task Reinforcement Learning
Figure 2 for Towards Safe Continuing Task Reinforcement Learning
Viaarxiv icon