Pedro Mercado

According to our database, Pedro Mercado authored at least 8 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Beyond the arithmetic mean: extensions of spectral clustering and semi-supervised learning for signed and multilayer graphs via matrix power means.

Pedro Eduardo Mercado Lopez

PhD thesis, 2021

2019

Node Classification for Signed Social Networks Using Diffuse Interface Methods.

Pedro Mercado, Jessica Bosch, Martin Stoll

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs.

Pedro Mercado, Francesco Tudisco, Matthias Hein

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Spectral Clustering of Signed Graphs via Matrix Power Means.

Pedro Mercado, Francesco Tudisco, Matthias Hein

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Community Detection in Networks via Nonlinear Modularity Eigenvectors.

Francesco Tudisco, Pedro Mercado, Matthias Hein

SIAM J. Appl. Math., 2018

Node classification for signed networks using diffuse interface methods.

Jessica Bosch, Pedro Mercado, Martin Stoll

CoRR, 2018

The Power Mean Laplacian for Multilayer Graph Clustering.

Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2016

Clustering Signed Networks with the Geometric Mean of Laplacians.

Pedro Mercado, Francesco Tudisco, Matthias Hein

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016