Feature Map for Quantum Data: Probabilistic Manipulation (original) (raw)

Quantum algorithms for supervised and unsupervised machine learning

Masoud Mohseni

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Quantum State Discrimination for Supervised Classification

Giuseppe Sergioli

2021

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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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Supervised Learning Using Quantum Technology

Wolfgang Mergenthaler

2020

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Quantum computing methods for supervised learning

Aniruddha Pant

Quantum Machine Intelligence

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Image Classification via Quantum Machine Learning

RAYMUNDO TORRES RUIZ

ArXiv, 2020

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Generalization in Quantum Machine Learning: a Quantum Information Perspective

Leonardo Banchi

ArXiv, 2021

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Quantum Machine Learning: A Review and Current Status

Valay Kumar Jain

Springer, 2020

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A Quantum-inspired Version of the Classification Problem

Roberto Giuntini

International Journal of Theoretical Physics, 2017

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Machine Learning: Quantum vs Classical

tariq khan

IEEE Access

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Project Report-Quantum Machine Learning

Amrit Singhal

2017

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Fidelity-based supervised and unsupervised learning for binary classification of quantum states

Farzad Shahi

The European Physical Journal Plus

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Enhancing Quantum Support Vector Machines through Variational Kernel Training

Nouhaila Innan

arXiv (Cornell University), 2023

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Quantum Machine Learning: A Review and Case Studies

Amine Zeguendry

Entropy

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Advances in quantum machine learning

Janna Hinchliff

2015

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A new quantum approach to binary classification

Roberto Giuntini

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Kernel-based classification using quantum mechanics

Adrian Bors

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Classification Problem in a Quantum Framework

Giuseppe Sergioli

Quantum Foundations, Probability and Information, 2018

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ILF: A Quantum Semi-Supervised Learning Approach for Binary Classification

Safiul Haque Chowdhury

International Journal of Advanced Research in Computer and Communication Engineering., 2023

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Quantum machine learning for quantum anomaly detection

Nana Liu

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Quantum machine learning for data scientists

Dawid Kopczyk

arXiv: Quantum Physics, 2018

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Unsupervised Classification of Quantum Data

Alex MonrĂ s

Physical Review X

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Quantum learning: asymptotically optimal classification of qubit states

Madalin Guta

New Journal of Physics, 2010

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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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Topographic Representation for Quantum Machine Learning

Bruce J MacLennan

2018

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Quantum enhanced machine learning: An overview

Pavlo Zahorodko

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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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Entanglement-Based Machine Learning on a Quantum Computer

Nai-le Liu

Physical review letters, 2015

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