[图书][B] Quantum machine learning: what quantum computing means to data mining

P Wittek - 2014 - books.google.com
learning theory when devising new algorithms. This book addresses both of these communities:
theorists of quantum computing and quantum … and researchers in machine learning who …

Machine learning: Quantum vs classical

TM Khan, A Robles-Kelly - IEEE Access, 2020 - ieeexplore.ieee.org
quantum machine learning becomes practical. In this paper, we present an overview of quantum
machine learning in … concepts of machine learning and quantum computing, we discuss …

An introduction to quantum machine learning

M Schuld, I Sinayskiy, F Petruccione - Contemporary Physics, 2015 - Taylor & Francis
… A number of recent academic contributions explore the idea of using the advantages of
quantum computing in order to improve machine learning algorithms. For example, some effort …

Machine learning algorithms in quantum computing: A survey

SB Ramezani, A Sommers… - … joint conference on …, 2020 - ieeexplore.ieee.org
… Examples include, the use of Quantum Approximate … quantum eigen solvers [17], [18] .
For the purpose of classification, this paper looks at the hierarchy of quantum machine learning

[图书][B] Machine learning with quantum computers

M Schuld, F Petruccione - 2021 - Springer
… of what happens when quantum computers learn from data—… are ubiquitous in classical
machine learning, their proximity to … of machine learning from a quantum computing perspective. …

Machine learning methods in quantum computing theory

DV Fastovets, YI Bogdanov, BI Bantysh… - … Conference on Micro …, 2019 - spiedigitallibrary.org
quantum machine learning. We present several new methods that combine classical machine
learning algorithms and quantum computing … approbation on IBM quantum processor. Also…

Challenges and opportunities: Quantum computing in machine learning

P Sajwan, N Jayapandian - … conference on I-SMAC (IoT in …, 2019 - ieeexplore.ieee.org
… The quantum machine learning is providing better application in this modern field. This …
possible solutions in quantum computing. Recent days quantum computing is implemented in …

[HTML][HTML] Quantum machine learning: A tutorial

JD Martín-Guerrero, L Lamata - Neurocomputing, 2022 - Elsevier
… of Quantum Machine Learning (QML), a relatively novel discipline that brings together
concepts from Machine Learning (ML), Quantum Computing (QC) and Quantum Information (QI). …

Entanglement-based machine learning on a quantum computer

XD Cai, D Wu, ZE Su, MC Chen, XL Wang, L Li, NL Liu… - Physical review …, 2015 - APS
… first experimental demonstration of machine learning on a photonic quantum computer. Our
… , a ubiquitous task in machine learning, can be naturally done with quantum computers, thus …

Recent advances in quantum machine learning

Y Zhang, Q Ni - Quantum Engineering, 2020 - Wiley Online Library
machine learning is under pressure from lack of computing power and quantum computing
has this strong computational … combination of quantum computing and machine learning. The …