Augusto Santos | DeepAI

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Featured Co-authors

Ali H. Sayed
89 publications
José M. F. Moura
42 publications
Vincenzo Matta
16 publications
Virginia Bordignon
15 publications
Bernardete Ribeiro
15 publications
Anirudh Sridhar
13 publications
Nguyen Huu Phong
6 publications
Jorge Henriques
4 publications
Paulo Gil
1 publication
Sérgio Machado
1 publication

∙ 08/08/2022

Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach

We study the problem of graph structure identification, i.e., of recover...

0 Sérgio Machado, et al. ∙

∙ 05/20/2022

PSO-Convolutional Neural Networks with Heterogeneous Learning Rate

Convolutional Neural Networks (ConvNets or CNNs) have been candidly depl...

9 Nguyen Huu Phong, et al. ∙

∙ 02/12/2020

Learning Graph Influence from Social Interactions

In social learning, agents form their opinions or beliefs about certain ...

0 Vincenzo Matta, et al. ∙

∙ 12/18/2019

Inverse Graph Learning over Optimization Networks

Many inferential and learning tasks can be accomplished efficiently by m...

40 Vincenzo Matta, et al. ∙

∙ 10/30/2019

Interplay between Topology and Social Learning over Weak Graphs

We consider a social learning problem, where a network of agents is inte...

0 Vincenzo Matta, et al. ∙

∙ 06/21/2019

Topology Inference over Networks with Nonlinear Coupling

This work examines the problem of topology inference over discrete-time ...

0 Augusto Santos, et al. ∙

∙ 04/05/2019

Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity?

This work examines the problem of graph learning over a diffusion networ...

0 Vincenzo Matta, et al. ∙

∙ 05/23/2018

Local Tomography of Large Networks under the Low-Observability Regime

This article studies the problem of reconstructing the topology of a net...

0 Augusto Santos, et al. ∙

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