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Luiz F. O. Chamon
Luiz F. O. Chamon
University of Stuttgart
Verified email at simtech.uni-stuttgart.de - Homepage
Title
Cited by
Cited by
Year
Learning optimal resource allocations in wireless systems
M Eisen, C Zhang, LFO Chamon, DD Lee, A Ribeiro
IEEE Transactions on Signal Processing 67 (10), 2775-2790, 2019
2392019
Constrained reinforcement learning has zero duality gap
S Paternain, L Chamon, M Calvo-Fullana, A Ribeiro
Advances in Neural Information Processing Systems 32, 2019
1632019
Greedy sampling of graph signals
LFO Chamon, A Ribeiro
IEEE Transactions on Signal Processing 66 (1), 34-47, 2017
1452017
Graphon neural networks and the transferability of graph neural networks
L Ruiz, L Chamon, A Ribeiro
Advances in Neural Information Processing Systems 33, 1702-1712, 2020
1262020
007: Democratically finding the cause of packet drops
B Arzani, S Ciraci, L Chamon, Y Zhu, HH Liu, J Padhye, BT Loo, ...
15th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2018
1142018
Safe policies for reinforcement learning via primal-dual methods
S Paternain, M Calvo-Fullana, LFO Chamon, A Ribeiro
IEEE Transactions on Automatic Control 68 (3), 1321-1336, 2022
962022
Graphon signal processing
L Ruiz, LFO Chamon, A Ribeiro
IEEE Transactions on Signal Processing 69, 4961-4976, 2021
602021
Probably approximately correct constrained learning
L Chamon, A Ribeiro
Advances in Neural Information Processing Systems 33, 16722-16735, 2020
372020
Approximate supermodularity bounds for experimental design
L Chamon, A Ribeiro
Advances in Neural Information Processing Systems 30, 2017
362017
Adversarial robustness with semi-infinite constrained learning
A Robey, L Chamon, GJ Pappas, H Hassani, A Ribeiro
Advances in Neural Information Processing Systems 34, 6198-6215, 2021
352021
The mean square error in Kalman filtering sensor selection is approximately supermodular
LFO Chamon, GJ Pappas, A Ribeiro
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 343-350, 2017
332017
Combination of adaptive filters with coefficients feedback
LFO Chamon, WB Lopes, CG Lopes
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2012
332012
The graphon fourier transform
L Ruiz, LFO Chamon, A Ribeiro
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
322020
Risk-constrained linear-quadratic regulators
A Tsiamis, DS Kalogerias, LFO Chamon, A Ribeiro, GJ Pappas
2020 59th IEEE Conference on Decision and Control (CDC), 3040-3047, 2020
312020
Approximate supermodularity of Kalman filter sensor selection
LFO Chamon, GJ Pappas, A Ribeiro
IEEE Transactions on Automatic Control 66 (1), 49-63, 2020
272020
Constrained learning with non-convex losses
LFO Chamon, S Paternain, M Calvo-Fullana, A Ribeiro
IEEE Transactions on Information Theory 69 (3), 1739-1760, 2022
252022
Learning safe policies via primal-dual methods
S Paternain, M Calvo-Fullana, LFO Chamon, A Ribeiro
2019 IEEE 58th Conference on Decision and Control (CDC), 6491-6497, 2019
252019
Transferability properties of graph neural networks
L Ruiz, LFO Chamon, A Ribeiro
IEEE Transactions on Signal Processing, 2023
242023
Efficient filtering structure for spline interpolation and decimation
D Lamb, LFO Chamon, VH Nascimento
Electronics letters 52 (1), 39-41, 2016
242016
Probabilistically robust learning: Balancing average and worst-case performance
A Robey, L Chamon, GJ Pappas, H Hassani
International Conference on Machine Learning, 18667-18686, 2022
232022
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