Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Lorenzo Buffoni

Noise fingerprints in quantum computers: Machine learning software tools


Feb 09, 2022
Stefano Martina, Stefano Gherardini, Lorenzo Buffoni, Filippo Caruso

* 9 pages, 2 figures 

  Access Paper or Ask Questions

Recurrent Spectral Network (RSN): shaping the basin of attraction of a discrete map to reach automated classification


Feb 09, 2022
Lorenzo Chicchi, Duccio Fanelli, Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti


  Access Paper or Ask Questions

Network-based link prediction of scientific concepts -- a Science4Cast competition entry


Jan 18, 2022
Joao P. Moutinho, Bruno Coutinho, Lorenzo Buffoni

* 2021 IEEE International Conference on Big Data (Big Data) (pp. 5815-5819). IEEE 
* Keywords: Link Prediction, Complex Networks, Semantic Network 

  Access Paper or Ask Questions

Learning the noise fingerprint of quantum devices


Sep 23, 2021
Stefano Martina, Lorenzo Buffoni, Stefano Gherardini, Filippo Caruso

* 20 pages, 3 figures, 5 tables, research article 

  Access Paper or Ask Questions

New Trends in Quantum Machine Learning


Aug 22, 2021
Lorenzo Buffoni, Filippo Caruso

* EPL, 132 (2021) 60004 
* 7 pages, 4 figures 

  Access Paper or Ask Questions

On the training of sparse and dense deep neural networks: less parameters, same performance


Jun 17, 2021
Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Marco Ciavarella, Duccio Fanelli


  Access Paper or Ask Questions

Machine learning in spectral domain


May 29, 2020
Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Walter Nocentini, Duccio Fanelli


  Access Paper or Ask Questions

A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers


Dec 04, 2019
Walter Vinci, Lorenzo Buffoni, Hossein Sadeghi, Amir Khoshaman, Evgeny Andriyash, Mohammad H. Amin

* 20 pages, 14 figures 

  Access Paper or Ask Questions

PixelVAE++: Improved PixelVAE with Discrete Prior


Aug 26, 2019
Hossein Sadeghi, Evgeny Andriyash, Walter Vinci, Lorenzo Buffoni, Mohammad H. Amin


  Access Paper or Ask Questions