Quantum enhanced machine learning: An overview (original) (raw)

Advances in quantum machine learning

Janna Hinchliff

2015

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Quantum Machine Learning: A Review and Case Studies

Amine Zeguendry

Entropy

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Machine Learning: Quantum vs Classical

tariq khan

IEEE Access

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Quantum machine learning for data scientists

Dawid Kopczyk

arXiv: Quantum Physics, 2018

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Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers

John Realpe-Gomez

Quantum science and technology, 2018

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Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research

Tobias Winker

Companion of the 2023 International Conference on Management of Data

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Project Report-Quantum Machine Learning

Amrit Singhal

2017

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Quantum computing methods for supervised learning

Aniruddha Pant

Quantum Machine Intelligence

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Quantum-Inspired Machine Learning Algorithms for Classical Computers: Exploring Quantum Principles to Improve Classical Machine Learning Performance

Ali Ahmed

Quantum-Inspired Machine Learning Algorithms for Classical Computers, 2024

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Quantum Machine Learning: A Review and Current Status

Sabyasachi Mukhopadhyay

Data Management, Analytics and Innovation, 2020

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Supervised Learning Using Quantum Technology

Wolfgang Mergenthaler

2020

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Quantum algorithms for supervised and unsupervised machine learning

Masoud Mohseni

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On quantum methods for machine learning problems part I: Quantum tools

Farid Ablayev

Big Data Mining and Analytics, 2020

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Entanglement-Based Machine Learning on a Quantum Computer

Nai-le Liu

Physical review letters, 2015

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Impact of Quantum Computing on Artificial Intelligence

Dr Binod Kumar

Journal of Basics Science and Engineering , 2024

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Quantum Machine Learning for Finance

Romina Yalovetzky

ArXiv, 2021

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Job One for Quantum Computers : Boost Artificial Intelligence

George Musser

2018

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SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training

Jonas Stein

arXiv (Cornell University), 2023

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Classical versus quantum models in machine learning: insights from a finance application

Javier Alcazar

Machine Learning: Science and Technology, 2020

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Quantum Machine Learning with HQC Architectures using non-Classically Simulable Feature Maps

Raghav Rawat

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE), 2021

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Quantum machine learning in adaptive quantum networks

Christopher Altman

Quantum machine learning in adaptive quantum networks, 2022

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An Optimizing Method for Performance and ResourceUtilization in Quantum Machine Learning Circuits

mariam zomorodi

2022

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Generalization in Quantum Machine Learning: a Quantum Information Perspective

Leonardo Banchi

ArXiv, 2021

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Quantum Artificial Intelligence: A tutorial

José Martín D Guerrero

ESANN 2023 proceesdings

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Quantum Machine Learning without Measurements

José Martín D Guerrero

ArXiv, 2016

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Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)

rasit topaloglu

2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2021

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Binary classifiers for noisy datasets: a comparative study of existing quantum machine learning frameworks and some new approaches

Nikolaos Schetakis

2022

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Study of Feature Importance for Quantum Machine Learning Models

yoshika chhabra

2022

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ICCAD Special Session Paper: Quantum-Classical Hybrid Machine Learning for Image Classification

rasit topaloglu

2021

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Quantum Machine Learning for Next-G Wireless Communications: Fundamentals and the Path Ahead

zina mohamed

IEEE Open Journal of the Communications Society

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Image Classification via Quantum Machine Learning

RAYMUNDO TORRES RUIZ

ArXiv, 2020

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Quantum machine learning ensembles: Harnessing entanglement for enhanced predictive power

Ranadeep Reddy Palle

International Journal of Cloud Computing and Database Management, 2020

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Quantum optimization for training support vector machines

Davide Anguita

Neural Networks, 2003

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