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Alejandro Ribeiro

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Resource Allocation via Graph Neural Networks in Free Space Optical Fronthaul Networks

Jun 26, 2020
Zhan Gao, Mark Eisen, Alejandro Ribeiro

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Zeroth-order Deterministic Policy Gradient

Jun 12, 2020
Harshat Kumar, Dionysios S. Kalogerias, George J. Pappas, Alejandro Ribeiro

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Wide and Deep Graph Neural Networks with Distributed Online Learning

Jun 11, 2020
Zhan Gao, Fernando Gama, Alejandro Ribeiro

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Graph Neural Networks for Motion Planning

Jun 11, 2020
Arbaaz Khan, Alejandro Ribeiro, Vijay Kumar, Anthony G. Francis

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Probably Approximately Correct Constrained Learning

Jun 09, 2020
Luiz F. O. Chamon, Alejandro Ribeiro

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Graphon Neural Networks and the Transferability of Graph Neural Networks

Jun 05, 2020
Luana Ruiz, Luiz F. O. Chamon, Alejandro Ribeiro

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Stochastic Graph Neural Networks

Jun 04, 2020
Zhan Gao, Elvin Isufi, Alejandro Ribeiro

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Graph Neural Networks for Decentralized Controllers

Mar 23, 2020
Fernando Gama, Ekaterina Tolstaya, Alejandro Ribeiro

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Graphs, Convolutions, and Neural Networks

Mar 08, 2020
Fernando Gama, Elvin Isufi, Geert Leus, Alejandro Ribeiro

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Graphon Pooling in Graph Neural Networks

Mar 03, 2020
Alejandro Parada-Mayorga, Luana Ruiz, Alejandro Ribeiro

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