166 citations · 205 across the 6 of their papers we have counts for
4 papers · 1 filter
Diversity metric for evaluation of quantum annealing
Alex Zucca, Hossein Sadeghi, Masoud Mohseni +1
Solving discrete NP-hard problems is an important part of scientific discoveries and operations research as well as many commercial applications. A commonly used metric to compare…
Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries
Nicholas Chancellor, Philip J. D. Crowley, Tanja Đurić +5
A finite length ferromagnetic chain with opposite spin polarisation imposed at its two ends is one of the simplest frustrated spin models. In the clean classical limit the domain w…
A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers
Walter Vinci, Lorenzo Buffoni, Hossein Sadeghi +3
The development of quantum-classical hybrid (QCH) algorithms is critical to achieve state-of-the-art computational models. A QCH variational autoencoder (QVAE) was introduced in Re…
Quantum Variational Autoencoder
Amir Khoshaman, Walter Vinci, Brandon Denis +3
Variational autoencoders (VAEs) are powerful generative models with the salient ability to perform inference. Here, we introduce a quantum variational autoencoder (QVAE): a VAE who…