Fernando Gama
Fernando Gama
確認したメール アドレス: seas.upenn.edu - ホームページ
タイトル引用先
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
262018
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
142016
Diffusion scattering transforms on graphs
F Gama, A Ribeiro, J Bruna
arXiv preprint arXiv:1806.08829, 2018
132018
Weak law of large numbers for stationary graph processes
F Gama, A Ribeiro
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
92017
Rethinking sketching as sampling: A graph signal processing approach
F Gama, AG Marques, G Mateos, A Ribeiro
arXiv preprint arXiv:1611.00119, 2016
82016
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
72018
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
Deepest minimum criterion for biased affine estimation
B Cernuschi-Frías, F Gama, D Casaglia
IEEE Transactions on Signal Processing 62 (9), 2437-2449, 2014
52014
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
42019
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
42018
Predicting power outages using graph neural networks
D Owerko, F Gama, A Ribeiro
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
32018
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
32018
Hierarchical overlapping clustering of network data using cut metrics
F Gama, S Segarra, A Ribeiro
IEEE Transactions on Signal and Information Processing over Networks 4 (2 …, 2017
32017
Stability of Graph Scattering Transforms
F Gama, J Bruna, A Ribeiro
arXiv preprint arXiv:1906.04784, 2019
22019
Stability Properties of Graph Neural Networks
F Gama, J Bruna, A Ribeiro
arXiv preprint arXiv:1905.04497, 2019
22019
A proof of convergence for the stochastic gradient descent method
M Fazlyab, F Gama, S Paternain
22017
Analysis and comparison of biased affine estimators
F Gama, D Casaglia, B Cernuschi-Frías
IEEE Transactions on Signal Processing 63 (4), 859-869, 2014
22014
Alternative admissible biased estimators
F Gama, D Casaglia, BC Frias
IEEE Latin America Transactions 11 (1), 40-47, 2013
22013
Aggregation Graph Neural Networks
F Gama, AG Marques, A Ribeiro, G Leus
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
12019
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
12019
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