Luiz F. O. Chamon
University of Pennsylvania
H-index: 19
North America-United States
Top articles of Luiz F. O. Chamon
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Reply to'Comments on Graphon Signal Processing'[arXiv: 2310.14683] | arXiv preprint arXiv:2401.05326 | Luana Ruiz Luiz FO Chamon Alejandro Ribeiro | 2024/1/5 |
Near-optimal solutions of constrained learning problems | arXiv preprint arXiv:2403.11844 | Juan Elenter Luiz FO Chamon Alejandro Ribeiro | 2024/3/18 |
Resilient constrained learning | Advances in Neural Information Processing Systems | Ignacio Hounie Alejandro Ribeiro Luiz FO Chamon | 2024/2/13 |
Distributed universal adaptive networks | IEEE Transactions on Signal Processing | Cassio G Lopes Vítor H Nascimento Luiz FO Chamon | 2023/5/16 |
State augmented constrained reinforcement learning: Overcoming the limitations of learning with rewards | IEEE Transactions on Automatic Control | Miguel Calvo-Fullana Santiago Paternain Luiz FO Chamon Alejandro Ribeiro | 2023/9/25 |
Transferability properties of graph neural networks | IEEE Transactions on Signal Processing | Luana Ruiz Luiz FO Chamon Alejandro Ribeiro | 2023/7/21 |
Learning globally smooth functions on manifolds | Juan Cervino Luiz FO Chamon Benjamin David Haeffele Rene Vidal Alejandro Ribeiro | 2023/7/3 | |
Automatic data augmentation via invariance-constrained learning | Ignacio Hounie Luiz FO Chamon Alejandro Ribeiro | 2023/7/3 | |
Constrained learning with non-convex losses | IEEE Transactions on Information Theory | Luiz FO Chamon Santiago Paternain Miguel Calvo-Fullana Alejandro Ribeiro | 2022/7/1 |
Probabilistically robust learning: Balancing average and worst-case performance | Alexander Robey Luiz Chamon George J Pappas Hamed Hassani | 2022/6/28 | |
Safe policies for reinforcement learning via primal-dual methods | IEEE Transactions on Automatic Control | Santiago Paternain Miguel Calvo-Fullana Luiz FO Chamon Alejandro Ribeiro | 2022/2/22 |
Graphon filters: Signal processing in very large graphs | Luana Ruiz Luiz FO Chamon Alejandro Ribeiro | 2021/1/18 | |
Transferable Graph Neural Networks on Large-Scale Stochastic Graphs | Luana Ruiz Luiz FO Chamon Alejandro Ribeiro | 2021/10/31 | |
Graphon signal processing | IEEE Transactions on Signal Processing | Luana Ruiz Luiz FO Chamon Alejandro Ribeiro | 2021/8/24 |
Towards Safe Continuing Task Reinforcement Learning | Miguel Calvo-Fullana Luiz FO Chamon Santiago Paternain | 2021/5/25 | |
Source seeking in unknown environments with convex obstacles | Bruno A Angélico Luiz FO Chamon Santiago Paternain Alejandro Ribeiro George J Pappas | 2021/5/25 | |
Approximately supermodular scheduling subject to matroid constraints | IEEE Transactions on Automatic Control | Luiz FO Chamon Alexandre Amice Alejandro Ribeiro | 2021/4/5 |
Adversarial robustness with semi-infinite constrained learning | Advances in Neural Information Processing Systems | Alexander Robey Luiz Chamon George J Pappas Hamed Hassani Alejandro Ribeiro | 2021/12/6 |
Approximate supermodularity of Kalman filter sensor selection | IEEE Transactions on Automatic Control | Luiz FO Chamon George J Pappas Alejandro Ribeiro | 2020/2/13 |
The empirical duality gap of constrained statistical learning | Luiz FO Chamon Santiago Paternain Miguel Calvo-Fullana Alejandro Ribeiro | 2020/5/4 |
Co-Authors
