Picture for Luiz F. O. Chamon

Luiz F. O. Chamon

Constrained Sampling with Primal-Dual Langevin Monte Carlo

Add code
Nov 01, 2024
Viaarxiv icon

Solving Differential Equations with Constrained Learning

Add code
Oct 30, 2024
Viaarxiv icon

Near-Optimal Solutions of Constrained Learning Problems

Add code
Mar 18, 2024
Viaarxiv icon

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

Add code
Jan 05, 2024
Viaarxiv icon

Distributed Universal Adaptive Networks

Add code
Jul 07, 2023
Viaarxiv icon

Resilient Constrained Learning

Add code
Jun 04, 2023
Viaarxiv icon

Automatic Data Augmentation via Invariance-Constrained Learning

Add code
Sep 29, 2022
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

Add code
Feb 02, 2022
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

Add code
Dec 09, 2021
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

Add code
Oct 29, 2021
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