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Author's Documents

Unsupervised Optimal Power Flow using Graph Neural Networks

15 May 2024 - 9:15pm 363 Downloads
Damian Owerko
,
Fernando Gama
,
Alejandro Ribeiro
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Convolutional Filters and Neural Networks with Non Commutative Algebras

11 April 2024 - 12:11pm 164 Downloads
Alejandro Parada-Mayorga
,
Alejandro Ribeiro
,
Landon Butler
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Non Commutative Convolutional Signal Models in Neural Networks: Stability to Small Deformations

11 April 2024 - 12:09pm 141 Downloads
Alejandro Parada-Mayorga
,
Landon Butler
,
Alejandro Ribeiro
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Discriminability of Single-Layer Graph Neural Networks

21 June 2021 - 5:54pm Downloads
Samuel Pfrommer
,
Fernando Gama
,
Alejandro Ribeiro
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Optimal Power Flow Using Graph Neural Networks

4 December 2020 - 10:43am 618 Downloads
Damian Owerko
,
Fernando Gama
,
Alejandro Ribeiro
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Stability of Graph Neural Networks to Relative Perturbations

13 May 2020 - 5:59pm 310 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Aggregation Graph Neural Networks

15 May 2019 - 2:33pm 523 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Convolutional Neural Networks via Node-Varying Graph Filters

31 May 2018 - 5:47pm 585 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Control of Graph Signals over Random Time-Varying Graphs

19 April 2018 - 7:36pm 651 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Weak Law of Large Numbers for Stationary Graph Processes

2 March 2017 - 9:46am 733 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Rethinking Sketching as Sampling: Efficient Approximate Solution to Linear Inverse Problems

8 December 2016 - 12:31am 422 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Rethinking Sketching as Sampling: Efficient Approximate Solution to Linear Inverse Problems

7 December 2016 - 5:16pm 780 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Graph Frequency Analysis of Brain Signals

18 July 2016 - 5:02pm 621 Downloads
Weiyu Huang
,
Alejandro Ribeiro
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