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 Masoud Mohseni

Power of data in quantum machine learning


Nov 03, 2020
Hsin-Yuan Huang, Michael Broughton, Masoud Mohseni, Ryan Babbush, Sergio Boixo, Hartmut Neven, Jarrod R. McClean


  Access Paper or Ask Questions

Layerwise learning for quantum neural networks


Jun 26, 2020
Andrea Skolik, Jarrod R. McClean, Masoud Mohseni, Patrick van der Smagt, Martin Leib

* 11 pages, 7 figures 

  Access Paper or Ask Questions

TensorFlow Quantum: A Software Framework for Quantum Machine Learning


Mar 06, 2020
Michael Broughton, Guillaume Verdon, Trevor McCourt, Antonio J. Martinez, Jae Hyeon Yoo, Sergei V. Isakov, Philip Massey, Murphy Yuezhen Niu, Ramin Halavati, Evan Peters, Martin Leib, Andrea Skolik, Michael Streif, David Von Dollen, Jarrod R. McClean, Sergio Boixo, Dave Bacon, Alan K. Ho, Hartmut Neven, Masoud Mohseni

* 39 pages, 24 figures 

  Access Paper or Ask Questions

A Probability Density Theory for Spin-Glass Systems


Jan 10, 2020
Gavin S. Hartnett, Masoud Mohseni

* 20 pages, 5 figures 

  Access Paper or Ask Questions

Self-Supervised Learning of Generative Spin-Glasses with Normalizing Flows


Jan 10, 2020
Gavin S. Hartnett, Masoud Mohseni

* 16 pages, 7 figures 

  Access Paper or Ask Questions

Learning to learn with quantum neural networks via classical neural networks


Jul 11, 2019
Guillaume Verdon, Michael Broughton, Jarrod R. McClean, Kevin J. Sung, Ryan Babbush, Zhang Jiang, Hartmut Neven, Masoud Mohseni

* 12 pages, 4 figures 

  Access Paper or Ask Questions

Quantum-Assisted Genetic Algorithm


Jun 24, 2019
James King, Masoud Mohseni, William Bernoudy, Alexandre Fréchette, Hossein Sadeghi, Sergei V. Isakov, Hartmut Neven, Mohammad H. Amin

* 13 pages, 5 figures, presented at AQC 2019 

  Access Paper or Ask Questions

Universal discriminative quantum neural networks


May 22, 2018
Hongxiang Chen, Leonard Wossnig, Simone Severini, Hartmut Neven, Masoud Mohseni

* 19 pages, 10 figures 

  Access Paper or Ask Questions

Quantum support vector machine for big data classification


Jul 10, 2014
Patrick Rebentrost, Masoud Mohseni, Seth Lloyd

* Phys. Rev. Lett. 113, 130503 (2014) 
* 5 pages 

  Access Paper or Ask Questions