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cs.LG2022★ 8 cited
Dynamics of Fourier Modes in Torus Generative Adversarial Networks
Ángel González-Prieto, Alberto Mozo, Edgar Talavera +1
Generative Adversarial Networks (GANs) are powerful Machine Learning models capable of generating fully synthetic samples of a desired phenomenon with a high resolution. Despite th…
cs.LG2018
Regularized Greedy Column Subset Selection
Bruno Ordozgoiti, Alberto Mozo, Jesús García López de Lacalle
The Column Subset Selection Problem provides a natural framework for unsupervised feature selection. Despite being a hard combinatorial optimization problem, there exist efficient…