Aurelio Uncini

Group sparse regularization for deep neural networks

Simone Scardapane, Danilo Comminiello, Amir Hussain et al. · Neurocomputing · 2017 · 475 citations · Full text

Computing, Computer Science, Mathematics +10

Nonlinear spline adaptive filtering

Michele Scarpiniti, Danilo Comminiello, Raffaele Parisi et al. · Signal Processing · 2012 · 188 citations

Computing, Computer Science, Time Series Analysis +6

Missing data imputation with adversarially-trained graph convolutional networks

Indro Spinelli, Simone Scardapane, Aurelio Uncini · Neural Networks · 2020 · 182 citations · Full text

Computing, Computer Science, Machine Learning +11

Functional Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation

Danilo Comminiello, Michele Scarpiniti, Luis A. Azpicueta-Ruiz et al. · IEEE Transactions on Audio Speech and Language Processing · 2013 · 176 citations

Natural Sciences, Computational Engineering, Acoustics +14

On-line learning algorithms for locally recurrent neural networks

P. Campolucci, Aurelio Uncini, Francesco Piazza et al. · IEEE Transactions on Neural Networks · 1999 · 164 citations

Computing, Computer Science, Artificial Intelligence +13