Power of data in quantum machine learning

Power of data in quantum machine learning

3 November 2020

Hsin-Yuan Huang

Michael Broughton

Masoud Mohseni

Sergio Boixo

Hartmut Neven

Jarrod R. McClean

Papers citing "Power of data in quantum machine learning"

5 / 205 papers shown

Title
Supervised quantum machine learning models are kernel methods Maria Schuld 17 359 0 26 Jan 2021
Information-theoretic bounds on quantum advantage in machine learning Hsin-Yuan Huang R. Kueng J. Preskill 71 213 0 07 Jan 2021
The power of quantum neural networks Amira Abbas David Sutter Christa Zoufal Aurélien Lucchi Alessio Figalli Stefan Woerner 11 725 0 30 Oct 2020
Quantum circuit architecture search for variational quantum algorithms Yuxuan Du Tao Huang Shan You Min-hsiu Hsieh Dacheng Tao 44 133 0 20 Oct 2020
Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces Takahiro Goto Q. Tran Kohei Nakajima 25 64 0 01 Sep 2020