Fernando Gama
Title
Cited by
Cited by
Year
Convolutional neural network architectures for signals supported on graphs
F Gama, AG Marques, G Leus, A Ribeiro
IEEE Transactions on Signal Processing 67 (4), 1034-1049, 2018
1492018
Stability properties of graph neural networks
F Gama, J Bruna, A Ribeiro
IEEE Transactions on Signal Processing 68, 5680-5695, 2020
672020
Learning decentralized controllers for robot swarms with graph neural networks
E Tolstaya, F Gama, J Paulos, G Pappas, V Kumar, A Ribeiro
Conference on robot learning, 671-682, 2020
502020
Diffusion scattering transforms on graphs
F Gama, A Ribeiro, J Bruna
arXiv preprint arXiv:1806.08829, 2018
482018
Invariance-preserving localized activation functions for graph neural networks
L Ruiz, F Gama, AG Marques, A Ribeiro
IEEE Transactions on Signal Processing 68, 127-141, 2019
322019
Graphs, convolutions, and neural networks: From graph filters to graph neural networks
F Gama, E Isufi, G Leus, A Ribeiro
IEEE Signal Processing Magazine 37 (6), 128-138, 2020
31*2020
Stability of graph scattering transforms
F Gama, A Ribeiro, J Bruna
Advances in Neural Information Processing Systems 32, 8038-8048, 2019
292019
Optimal power flow using graph neural networks
D Owerko, F Gama, A Ribeiro
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
282020
EdgeNets: Edge varying graph neural networks
E Isufi, F Gama, A Ribeiro
arXiv preprint arXiv:2001.07620, 2020
282020
Graph neural networks for decentralized multi-robot path planning
Q Li, F Gama, A Ribeiro, A Prorok
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
252020
Predicting power outages using graph neural networks
D Owerko, F Gama, A Ribeiro
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
212018
Gated graph convolutional recurrent neural networks
L Ruiz, F Gama, A Ribeiro
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
192019
Convolutional neural networks via node-varying graph filters
F Gama, G Leus, AG Marques, A Ribeiro
2018 IEEE Data Science Workshop (DSW), 1-5, 2018
192018
Rethinking sketching as sampling: Linear transforms of graph signals
F Gama, AG Marques, G Mateos, A Ribeiro
2016 50th Asilomar Conference on Signals, Systems and Computers, 522-526, 2016
182016
Gated graph recurrent neural networks
L Ruiz, F Gama, A Ribeiro
IEEE Transactions on Signal Processing 68, 6303-6318, 2020
142020
Controllability of bandlimited graph processes over random time varying graphs
F Gama, E Isufi, A Ribeiro, G Leus
IEEE Transactions on Signal Processing 67 (24), 6440-6454, 2019
142019
Rethinking sketching as sampling: A graph signal processing approach
F Gama, AG Marques, G Mateos, A Ribeiro
Signal Processing 169, 107404, 2020
122020
Ergodicity in stationary graph processes: A weak law of large numbers
F Gama, A Ribeiro
IEEE Transactions on Signal Processing 67 (10), 2761-2774, 2019
112019
Graph neural networks: Architectures, stability, and transferability
L Ruiz, F Gama, A Ribeiro
Proceedings of the IEEE 109 (5), 660-682, 2021
92021
Median activation functions for graph neural networks
L Ruiz, F Gama, AG Marques, A Ribeiro
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
92019
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