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A Classical Algorithm for Quantum Schur Sampling
Vojtěch Havlíček, Sergii Strelchuk, Kristan Temme
Many quantum algorithms can be represented in a form of a classical circuit positioned between quantum Fourier transformations. Motivated by the search for new quantum algorithms,…
Approximation algorithms for quantum many-body problems
Sergey Bravyi, David Gosset, Robert Koenig +1
We discuss classical algorithms for approximating the largest eigenvalue of quantum spin and fermionic Hamiltonians based on semidefinite programming relaxation methods. First, we…
Extending the computational reach of a noisy superconducting quantum processor
Abhinav Kandala, Kristan Temme, Antonio D. Corcoles +3
Quantum computation, a completely different paradigm of computing, benefits from theoretically proven speed-ups for certain problems and opens up the possibility of exactly studyin…
Supervised learning with quantum enhanced feature spaces
Vojtech Havlicek, Antonio D. Córcoles, Kristan Temme +4
Machine learning and quantum computing are two technologies each with the potential for altering how computation is performed to address previously untenable problems. Kernel metho…