Quantum dynamical Hamiltonian Monte Carlo

One of the open challenges in quantum computing is to find meaningful and practical methods to leverage quantum computation to accelerate classical machine-learning workflows. A ubiquitous problem in machine-learning workflows is sampling from probability distributions that we only have access to vi...

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Bibliographic Details
Main Authors: Owen Lockwood, Peter Weiss, Filip Aronshtein, Guillaume Verdon
Format: Article
Language:English
Published: American Physical Society 2024-08-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.6.033142