137 citations · 383 across the 21 of their papers we have counts for
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cs.LG2020★ 36 cited
A Population-based Hybrid Approach to Hyperparameter Optimization for Neural Networks
Marcello Serqueira, Pedro González, Eduardo Bezerra
In recent years, large amounts of data have been generated, and computer power has kept growing. This scenario has led to a resurgence in the interest in artificial neural networks…
quant-ph2020★ 15 cited
Polarization-independent single-photon switch based on a fiber-optical Sagnac interferometer for quantum communication networks
A. Alarcón, P. González, J. Cariñe +2
An essential component of future quantum networks is an optical switch capable of dynamically routing single-photons. Here we implement such a switch, based on a fiber-optical Sagn…
hep-ph2020★ 35 cited
Diabatic description of charmonium-like mesons
R. Bruschini, P. González
We apply the diabatic formalism, first introduced in molecular physics, to the description of heavy-quark mesons. In this formalism the dynamics is completely described by a diabat…