Quantum-Assisted Learning of Hardware-Embedded Probabilistic Graphical
Models

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Quantum-Assisted Learning of Hardware-Embedded Probabilistic Graphical Models

8 September 2016

Marcello Benedetti

John Realpe-Gómez

A. Perdomo-Ortiz

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Papers citing "Quantum-Assisted Learning of Hardware-Embedded Probabilistic Graphical Models"

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Title
Quantum thermodynamics and semi-definite optimization Nana Liu Michele Minervini Dhrumil Patel Mark M. Wilde 69 0 0 07 May 2025
Quantum machine learning: a classical perspective C. Ciliberto Mark Herbster Alessandro Davide Ialongo Massimiliano Pontil Andrea Rocchetto Simone Severini Leonard Wossnig AI4CE 83 441 0 26 Jul 2017
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers T. Potok Catherine D. Schuman Steven R. Young Robert M. Patton F. Spedalieri Jeremy Liu Ke-Thia Yao Garrett S. Rose Gangotree Chakma 56 81 0 15 Mar 2017
Basic protocols in quantum reinforcement learning with superconducting circuits L. Lamata 72 72 0 18 Jan 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 175 1,727 0 31 Dec 2016
Quantum Enhanced Inference in Markov Logic Networks P. Wittek C. Gogolin LRM 42 28 0 24 Nov 2016
Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines D. Korenkevych Yanbo Xue Zhengbing Bian Fabián A. Chudak W. Macready J. Rolfe Evgeny Andriyash 44 34 0 14 Nov 2016
Application of Quantum Annealing to Training of Deep Neural Networks S. Adachi Maxwell P. Henderson BDL 56 240 0 21 Oct 2015
Bayesian Network Structure Learning Using Quantum Annealing B. O’Gorman A. Perdomo-Ortiz Ryan Babbush Alán Aspuru-Guzik V. Smelyanskiy 71 101 0 15 Jul 2014
On the Challenges of Physical Implementations of RBMs Vincent Dumoulin Ian Goodfellow Aaron Courville Yoshua Bengio AI4CE 85 60 0 18 Dec 2013
Quantum adiabatic machine learning K. Pudenz Daniel A. Lidar 92 140 0 01 Sep 2011