30 citations · 32 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 30 cited
Fundamental limits to learning closed-form mathematical models from data
Oscar Fajardo-Fontiveros, Ignasi Reichardt, Harry R. De Los Rios +3
Given a finite and noisy dataset generated with a closed-form mathematical model, when is it possible to learn the true generating model from the data alone? This is the question w…
physics.data-an2021★ 2 cited
Node metadata can produce predictability transitions in network inference problems
Oscar Fajardo-Fontiveros, Marta Sales-Pardo, Roger Guimera
Network inference is the process of learning the properties of complex networks from data. Besides using information about known links in the network, node attributes and other for…