no code implementations • 1 Apr 2018 • Zhikuan Zhao, Jack K. Fitzsimons, Patrick Rebentrost, Vedran Dunjko, Joseph F. Fitzsimons
Machine learning has recently emerged as a fruitful area for finding potential quantum computational advantage.
no code implementations • 28 Mar 2018 • Zhikuan Zhao, Jack K. Fitzsimons, Michael A. Osborne, Stephen J. Roberts, Joseph F. Fitzsimons
Gaussian processes (GPs) are important models in supervised machine learning.
no code implementations • 12 Dec 2015 • Zhikuan Zhao, Jack K. Fitzsimons, Joseph F. Fitzsimons
We show that even in some cases not ideally suited to the quantum linear systems algorithm, a polynomial increase in efficiency still occurs.
no code implementations • 6 Oct 2011 • Stefanie Barz, Elham Kashefi, Anne Broadbent, Joseph F. Fitzsimons, Anton Zeilinger, Philip Walther
Quantum computers, besides offering substantial computational speedups, are also expected to provide the possibility of preserving the privacy of a computation.
Quantum Physics