Search Results for author: Aram W. Harrow

Found 4 papers, 2 papers with code

Small quantum computers and large classical data sets

no code implementations31 Mar 2020 Aram W. Harrow

We introduce hybrid classical-quantum algorithms for problems involving a large classical data set X and a space of models Y such that a quantum computer has superposition access to Y but not X.

Quantum Physics

Supervised learning with quantum enhanced feature spaces

1 code implementation30 Apr 2018 Vojtech Havlicek, Antonio D. Córcoles, Kristan Temme, Aram W. Harrow, Abhinav Kandala, Jerry M. Chow, Jay M. Gambetta

Both methods represent the feature space of a classification problem by a quantum state, taking advantage of the large dimensionality of quantum Hilbert space to obtain an enhanced solution.

BIG-bench Machine Learning General Classification

Why now is the right time to study quantum computing

no code implementations30 Dec 2014 Aram W. Harrow

Quantum computing is a good way to justify difficult physics experiments.

Quantum Physics Computational Complexity

Quantum algorithm for solving linear systems of equations

4 code implementations19 Nov 2008 Aram W. Harrow, Avinatan Hassidim, Seth Lloyd

Solving linear systems of equations is a common problem that arises both on its own and as a subroutine in more complex problems: given a matrix A and a vector b, find a vector x such that Ax=b.

Quantum Physics

Cannot find the paper you are looking for? You can Submit a new open access paper.