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ORCIDPedro Mercado 0001
Person information
- affiliation: Saarland University, Saarbrücken, Germany
- affiliation: University of Tübingen, Department of Computer Science, Germany
Other persons with the same name
- Pedro Mercado — disambiguation page
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Books and Theses
- 2021
[b1]Pedro Eduardo Mercado Lopez:
Beyond the arithmetic mean: extensions of spectral clustering and semi-supervised learning for signed and multilayer graphs via matrix power means. Saarland University, Saarbrücken, Germany, 2021
Journal Articles
- 2018
- [j1]Francesco Tudisco
, Pedro Mercado, Matthias Hein:
Community Detection in Networks via Nonlinear Modularity Eigenvectors. SIAM J. Appl. Math. 78(5): 2393-2419 (2018)
Conference and Workshop Papers
- 2019
- [c5]Pedro Mercado, Francesco Tudisco, Matthias Hein:
Spectral Clustering of Signed Graphs via Matrix Power Means. ICML 2019: 4526-4536 - [c4]Pedro Mercado, Francesco Tudisco, Matthias Hein:
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs. NeurIPS 2019: 14848-14857 - [c3]Pedro Mercado, Jessica Bosch, Martin Stoll:
Node Classification for Signed Social Networks Using Diffuse Interface Methods. ECML/PKDD (1) 2019: 524-540 - 2018
- [c2]Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein:
The Power Mean Laplacian for Multilayer Graph Clustering. AISTATS 2018: 1828-1838 - 2016
- [c1]Pedro Mercado, Francesco Tudisco, Matthias Hein:
Clustering Signed Networks with the Geometric Mean of Laplacians. NIPS 2016: 4421-4429
Informal and Other Publications
- 2019
- [i6]Pedro Mercado, Francesco Tudisco, Matthias Hein:
Spectral Clustering of Signed Graphs via Matrix Power Means. CoRR abs/1905.06230 (2019) - [i5]Pedro Mercado, Francesco Tudisco, Matthias Hein:
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs. CoRR abs/1910.13951 (2019) - 2018
- [i4]Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein:
The Power Mean Laplacian for Multilayer Graph Clustering. CoRR abs/1803.00491 (2018) - [i3]Jessica Bosch, Pedro Mercado, Martin Stoll:
Node classification for signed networks using diffuse interface methods. CoRR abs/1809.06432 (2018) - 2017
- [i2]Pedro Mercado, Francesco Tudisco, Matthias Hein:
Clustering Signed Networks with the Geometric Mean of Laplacians. CoRR abs/1701.00757 (2017) - [i1]Francesco Tudisco, Pedro Mercado, Matthias Hein:
Community detection in networks via nonlinear modularity eigenvectors. CoRR abs/1708.05569 (2017)
Coauthor Index
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