4k citations · 12.7k across the 44 of their papers we have counts for
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Bayesian symbolic regression: Automated equation discovery from a physicists' perspective
Roger Guimera, Marta Sales-Pardo
Symbolic regression automates the process of learning closed-form mathematical models from data. Standard approaches to symbolic regression, as well as newer deep learning approach…
Network-based models for social recommender systems
Antonia Godoy-Lorite, Roger Guimera, Marta Sales-Pardo
With the overwhelming online products available in recent years, there is an increasing need to filter and deliver relevant personalized advice for users. Recommender systems solve…
Consistencies and inconsistencies between model selection and link prediction in networks
Toni Vallès-Català, Tiago P. Peixoto, Roger Guimerà +1
A principled approach to understand network structures is to formulate generative models. Given a collection of models, however, an outstanding key task is to determine which one p…