Pedro Mercado

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 12

Top Topics

Graph Clustering

Adjacency Matrix

Community Detection

Robust Classification

Top Venues

Publications

Pedro Mercado, Francesco Tudisco, Matthias Hein
Spectral Clustering of Signed Graphs via Matrix Power Means. ICML (2019)
Pedro Mercado, Francesco Tudisco, Matthias Hein
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs. NeurIPS (2019)
Pedro Mercado, Francesco Tudisco, Matthias Hein
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs. CoRR (2019)
Pedro Mercado, Francesco Tudisco, Matthias Hein
Spectral Clustering of Signed Graphs via Matrix Power Means. CoRR (2019)
Pedro Mercado, Jessica Bosch, Martin Stoll
Node Classification for Signed Social Networks Using Diffuse Interface Methods. ECML/PKDD (1) (2019)
Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein
The Power Mean Laplacian for Multilayer Graph Clustering. CoRR (2018)
Jessica Bosch, Pedro Mercado, Martin Stoll
Node classification for signed networks using diffuse interface methods. CoRR (2018)
Francesco Tudisco, Pedro Mercado, Matthias Hein
Community Detection in Networks via Nonlinear Modularity Eigenvectors. SIAM J. Appl. Math. 78 (5) (2018)
Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein
The Power Mean Laplacian for Multilayer Graph Clustering. AISTATS (2018)
Pedro Mercado, Francesco Tudisco, Matthias Hein
Clustering Signed Networks with the Geometric Mean of Laplacians. CoRR (2017)
Francesco Tudisco, Pedro Mercado, Matthias Hein
Community detection in networks via nonlinear modularity eigenvectors. CoRR (2017)
Pedro Mercado, Francesco Tudisco, Matthias Hein
Clustering Signed Networks with the Geometric Mean of Laplacians. NIPS (2016)