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
712018
Diffusion scattering transforms on graphs
F Gama, A Ribeiro, J Bruna
arXiv preprint arXiv:1806.08829, 2018
252018
Stability properties of graph neural networks
F Gama, J Bruna, A Ribeiro
arXiv preprint arXiv:1905.04497, 2019
222019
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
162016
Stability of graph scattering transforms
F Gama, A Ribeiro, J Bruna
Advances in Neural Information Processing Systems, 8038-8048, 2019
152019
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
152018
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
142020
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
122019
Rethinking sketching as sampling: A graph signal processing approach
F Gama, AG Marques, G Mateos, A Ribeiro
arXiv preprint arXiv:1611.00119, 2016
102016
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
92019
Gated graph convolutional recurrent neural networks
L Ruiz, F Gama, A Ribeiro
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
92019
Weak law of large numbers for stationary graph processes
F Gama, A Ribeiro
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
92017
Edgenets: Edge varying graph neural networks
E Isufi, F Gama, A Ribeiro
arXiv preprint arXiv:2001.07620, 2020
72020
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
72019
Control of graph signals over random time-varying graphs
F Gama, E Isufi, G Leus, A Ribeiro
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
72018
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
62019
Predicting power outages using graph neural networks
D Owerko, F Gama, A Ribeiro
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
62018
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
62018
Generalizing graph convolutional neural networks with edge-variant recursions on graphs
E Isufi, F Gama, A Ribeiro
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
52019
Overlapping clustering of network data using cut metrics
F Gama, S Segarra, A Ribeiro
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
52016
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Articles 1–20