282 citations · 940 across the 52 of their papers we have counts for
3 papers · 2 filters
Classical variational simulation of the Quantum Approximate Optimization Algorithm
Matija Medvidovic, Giuseppe Carleo
A key open question in quantum computing is whether quantum algorithms can potentially offer a significant advantage over classical algorithms for tasks of practical interest. Unde…
Quantum process tomography with unsupervised learning and tensor networks
Giacomo Torlai, Christopher J. Wood, Atithi Acharya +3
The impressive pace of advance of quantum technology calls for robust and scalable techniques for the characterization and validation of quantum hardware. Quantum process tomograph…
Natural evolution strategies and variational Monte Carlo
Tianchen Zhao, Giuseppe Carleo, James Stokes +1
A notion of quantum natural evolution strategies is introduced, which provides a geometric synthesis of a number of known quantum/classical algorithms for performing classical blac…