Scholar
Pedro Mercado
Google Scholar ID: FzY9Jo0AAAAJ
Saarland University - University of Tübingen - AWS AI Labs, Amazon Web Services
Citations & Impact
Citations
1,007
H-index
10
i10-index
10
Publications
20
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs' accepted at NeurIPS 2019
- Paper 'Node Classification for Signed Social Networks Using Diffuse Interface Methods' accepted at ECML PKDD 2019
- Paper 'Spectral Clustering of Signed Graphs via Matrix Power Means' accepted at ICML 2019
- Paper 'Community Detection in Networks Via Nonlinear Modularity Eigenvectors' published in SIAM Journal on Applied Mathematics (2018)
- Paper 'The Power Mean Laplacian for Multilayer Graph Clustering' accepted at AISTATS 2018 and MLG@KDD workshop
- Paper 'Clustering Signed Networks with the Geometric Mean of Laplacians' accepted at NIPS 2016
- Invited talk at ICIAM 2019 minisymposium 'Information extraction using the graph Laplacian'
- Talk at SIAM ALA 2018 minisymposium 'Matrix Functions and their Applications'
