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Author's Documents

Unsupervised Optimal Power Flow using Graph Neural Networks

15 May 2024 - 9:15pm 96 Downloads
Damian Owerko
,
Fernando Gama
,
Alejandro Ribeiro
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Unrolling Particles: Unsupervised Learning of Sampling Distributions

5 May 2022 - 7:57am 100 Downloads
Fernando Gama
,
Santiago Segarra
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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 407 Downloads
Damian Owerko
,
Fernando Gama
,
Alejandro Ribeiro
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Stability of Graph Neural Networks to Relative Perturbations

13 May 2020 - 5:59pm 211 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Aggregation Graph Neural Networks

15 May 2019 - 2:33pm 407 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Convolutional Neural Networks via Node-Varying Graph Filters

31 May 2018 - 5:47pm 479 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Control of Graph Signals over Random Time-Varying Graphs

19 April 2018 - 7:36pm 528 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Weak Law of Large Numbers for Stationary Graph Processes

2 March 2017 - 9:46am 618 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 377 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 685 Downloads
Fernando Gama
,
Alejandro Ribeiro
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Overlapping Clustering of Network Data Using Cut Metrics

24 March 2016 - 4:43am 440 Downloads
Fernando Gama
,
Santiago Segarra
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