Search Results for author: Guillermo García-Pérez

Found 3 papers, 2 papers with code

Link prediction with continuous-time classical and quantum walks

no code implementations23 Aug 2022 Mark Goldsmith, Guillermo García-Pérez, Joonas Malmi, Matteo A. C. Rossi, Harto Saarinen, Sabrina Maniscalco

In order to infer missing interactions in these networks, we propose a novel class of link prediction methods based on continuous-time classical and quantum random walks.

Link Prediction

IBM Q Experience as a versatile experimental testbed for simulating open quantum systems

2 code implementations17 Jun 2019 Guillermo García-Pérez, Matteo A. C. Rossi, Sabrina Maniscalco

Our main result is to prove the great versatility of the IBM Q Experience processors.

Quantum Physics

Mercator: uncovering faithful hyperbolic embeddings of complex networks

3 code implementations24 Apr 2019 Guillermo García-Pérez, Antoine Allard, M. Ángeles Serrano, Marián Boguñá

We introduce Mercator, a reliable embedding method to map real complex networks into their hyperbolic latent geometry.

BIG-bench Machine Learning

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