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
1222018
Stability properties of graph neural networks
F Gama, J Bruna, A Ribeiro
IEEE Transactions on Signal Processing 68, 5680-5695, 2020
502020
Diffusion scattering transforms on graphs
F Gama, A Ribeiro, J Bruna
arXiv preprint arXiv:1806.08829, 2018
422018
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
382020
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
252019
Stability of graph scattering transforms
F Gama, A Ribeiro, J Bruna
Advances in Neural Information Processing Systems 32, 8038-8048, 2019
252019
EdgeNets: Edge varying graph neural networks
E Isufi, F Gama, A Ribeiro
arXiv preprint arXiv:2001.07620, 2020
232020
Optimal power flow using graph neural networks
D Owerko, F Gama, A Ribeiro
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
222020
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
19*2020
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
182018
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
172016
Graph neural networks for decentralized multi-robot path planning
Q Li, F Gama, A Ribeiro, A Prorok
arXiv preprint arXiv:1912.06095, 2019
162019
Gated graph convolutional recurrent neural networks
L Ruiz, F Gama, A Ribeiro
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
162019
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
Predicting power outages using graph neural networks
D Owerko, F Gama, A Ribeiro
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
142018
Rethinking sketching as sampling: A graph signal processing approach
F Gama, AG Marques, G Mateos, A Ribeiro
Signal Processing 169, 107404, 2020
12*2020
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
122019
Weak law of large numbers for stationary graph processes
F Gama, A Ribeiro
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
92017
Gated graph recurrent neural networks
L Ruiz, F Gama, A Ribeiro
IEEE Transactions on Signal Processing 68, 6303-6318, 2020
82020
Mimo graph filters for convolutional neural networks
F Gama, AG Marques, A Ribeiro, G Leus
2018 IEEE 19th International Workshop on Signal Processing Advances in …, 2018
82018
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