Quantum Machine Learning

Written By Siddhartha Bhattacharyya
Quantum Machine Learning
  • Publsiher : Walter de Gruyter GmbH & Co KG
  • Release : 08 June 2020
  • ISBN : 3110670704
  • Pages : 131 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Quantum Machine Learning written by Siddhartha Bhattacharyya which was release on 08 June 2020, this book published by Walter de Gruyter GmbH & Co KG. Available in PDF, EPUB and Kindle Format. Book excerpt: Quantum-enhanced machine learning refers to quantum algorithms that solve tasks in machine learning, thereby improving a classical machine learning method. Such algorithms typically require one to encode the given classical dataset into a quantum computer, so as to make it accessible for quantum information processing. After this, quantum information processing routines can be applied and the result of the quantum computation is read out by measuring the quantum system. While many proposals of quantum machine learning algorithms are still purely theoretical and require a full-scale universal quantum computer to be tested, others have been implemented on small-scale or special purpose quantum devices.

Quantum Machine Learning

Quantum Machine Learning
  • Author : Siddhartha Bhattacharyya,Indrajit Pan,Ashish Mani,Sourav De,Elizabeth Behrman,Susanta Chakraborti
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2020-06-08
  • Total pages : 131
  • ISBN : 3110670704
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Summary : Quantum-enhanced machine learning refers to quantum algorithms that solve tasks in machine learning, thereby improving a classical machine learning method. Such algorithms typically require one to encode the given classical dataset into a quantum computer, so as to make it accessible for quantum information processing. After this, quantum information processing ...

Quantum Machine Learning

Quantum Machine Learning
  • Author : Peter Wittek
  • Publisher : Academic Press
  • Release Date : 2014-09-10
  • Total pages : 176
  • ISBN : 3110670704
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Summary : Quantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning. Paring down the complexity of the disciplines involved, it focuses on providing a synthesis that explains the most important machine learning algorithms in a quantum framework. Theoretical advances in quantum computing ...

Quantum Machine Learning An Applied Approach

Quantum Machine Learning  An Applied Approach
  • Author : Santanu Ganguly
  • Publisher : Apress
  • Release Date : 2021-07-09
  • Total pages : 380
  • ISBN : 3110670704
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Summary : Know how to adapt quantum computing and machine learning algorithms. This book takes you on a journey into hands-on quantum machine learning (QML) through various options available in industry and research. The first three chapters offer insights into the combination of the science of quantum mechanics and the techniques of ...

Quantum Machine Learning

Quantum Machine Learning
  • Author : Jordi Riu I Vicente
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 212
  • ISBN : 3110670704
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Summary : We use reinforcement learning techniques to optimize the Quantum Approximate Optimization Algorithm when applied to the MaxCut problem. We explore Q-learning based techniques both for continuous and discrete action environments with regular and irregular graphs....

Quantum Machine Learning for Supervised Pattern Recognition

Quantum Machine Learning for Supervised Pattern Recognition
  • Author : Maria Schuld
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 402
  • ISBN : 3110670704
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Summary : Download or read online Quantum Machine Learning for Supervised Pattern Recognition written by Maria Schuld, published by which was released on 2017. Get Quantum Machine Learning for Supervised Pattern Recognition Books now! Available in PDF, ePub and Kindle....

Supervised Learning with Quantum Computers

Supervised Learning with Quantum Computers
  • Author : Maria Schuld,Francesco Petruccione
  • Publisher : Springer
  • Release Date : 2018-08-30
  • Total pages : 287
  • ISBN : 3110670704
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Summary : Quantum machine learning investigates how quantum computers can be used for data-driven prediction and decision making. The books summarises and conceptualises ideas of this relatively young discipline for an audience of computer scientists and physicists from a graduate level upwards. It aims at providing a starting point for those new ...

Quantum Machine Learning in Chemical Space

Quantum Machine Learning in Chemical Space
  • Author : Felix Andreas Faber
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 212
  • ISBN : 3110670704
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Summary : Download or read online Quantum Machine Learning in Chemical Space written by Felix Andreas Faber, published by which was released on 2019. Get Quantum Machine Learning in Chemical Space Books now! Available in PDF, ePub and Kindle....

Machine Learning Meets Quantum Physics

Machine Learning Meets Quantum Physics
  • Author : Kristof T. Schütt,Stefan Chmiela,O. Anatole von Lilienfeld,Alexandre Tkatchenko,Koji Tsuda,Klaus-Robert Müller
  • Publisher : Springer Nature
  • Release Date : 2020-06-03
  • Total pages : 467
  • ISBN : 3110670704
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Summary : Designing molecules and materials with desired properties is an important prerequisite for advancing technology in our modern societies. This requires both the ability to calculate accurate microscopic properties, such as energies, forces and electrostatic multipoles of specific configurations, as well as efficient sampling of potential energy surfaces to obtain corresponding ...

Limitations and Future Applications of Quantum Cryptography

Limitations and Future Applications of Quantum Cryptography
  • Author : Neeraj Kumar,Alka Agrawal,Brijesh Kumar Chaurasia,Raees Ahmad Khan
  • Publisher : Information Science Reference
  • Release Date : 2020-12-18
  • Total pages : 335
  • ISBN : 3110670704
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Summary : "This book is for security experts as well as for IoT developers to help them understand the concepts related to quantum cryptography and classical cryptography and providing a direction to security professionals and IoT solution developers toward using approaches of Quantum Cryptography as available computational power increases"--...

Principles Of Quantum Artificial Intelligence Quantum Problem Solving And Machine Learning Second Edition

Principles Of Quantum Artificial Intelligence  Quantum Problem Solving And Machine Learning  Second Edition
  • Author : Andreas Miroslaus Wichert
  • Publisher : World Scientific
  • Release Date : 2020-07-08
  • Total pages : 496
  • ISBN : 3110670704
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Summary : This unique compendium presents an introduction to problem solving, information theory, statistical machine learning, stochastic methods and quantum computation. It indicates how to apply quantum computation to problem solving, machine learning and quantum-like models to decision making — the core disciplines of artificial intelligence.Most of the chapters were rewritten and ...

Quantum Algorithms for Linear Algebra and Machine Learning

Quantum Algorithms for Linear Algebra and Machine Learning
  • Author : Anupam Prakash
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 89
  • ISBN : 3110670704
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Summary : Most quantum algorithms offering speedups over classical algorithms are based on the three techniques of phase estimation, amplitude estimation and Hamiltonian simulation. In spite of the linear algebraic nature of the postulates of quantum mechanics, until recent work by Lloyd and coauthors cite{LMR13, LMR13a, LMR13b} no quantum ...

Hands On Quantum Information Processing with Python

Hands On Quantum Information Processing with Python
  • Author : Dr. Makhamisa Senekane
  • Publisher : Packt Publishing Ltd
  • Release Date : 2021-01-29
  • Total pages : 252
  • ISBN : 3110670704
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Summary : Quantum computers have the potential to efficiently solve problems that are otherwise unmanageable for classical computers. This book takes a hands-on approach to help you explore the foundation of quantum information processing as well as associated methodologies and implementations to enable you to be productive in no time....

Quantum Computing and Supervised Machine Learning

Quantum Computing and Supervised Machine Learning
  • Author : Philips Coleman Ph D
  • Publisher : Unknown
  • Release Date : 2021-03-05
  • Total pages : 122
  • ISBN : 3110670704
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Summary : Quantum Cоmрutіng іѕ a new аnd еxсіtіng fіеld аt thе intersection оf mаthеmаtісѕ, computer ѕсіеnсе аnd physics. It соnсеrnѕ a utilization оf quаntum mесhаnісѕ tо іmрrоvе the еffісіеnсу of computation. Hеrе wе present a ...

Quantum Computing with Silq Programming

Quantum Computing with Silq Programming
  • Author : Srinjoy Ganguly,Thomas Cambier
  • Publisher : Packt Publishing Ltd
  • Release Date : 2021-04-30
  • Total pages : 310
  • ISBN : 3110670704
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Summary : Silq is a new high-level programming language to program quantum computers easily. Silq is set to revolutionize quantum programming just as the C programming language did for classical computers. Quantum Computing with Silq will prepare you for the quantum revolution and enable you to start building software and application programs ...

QUANTUM MECHANICS AND MACHINE LEARNING

QUANTUM MECHANICS AND MACHINE LEARNING
  • Author : GEORGE. CHAPLINE
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 212
  • ISBN : 3110670704
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Summary : Download or read online QUANTUM MECHANICS AND MACHINE LEARNING written by GEORGE. CHAPLINE, published by which was released on 2019. Get QUANTUM MECHANICS AND MACHINE LEARNING Books now! Available in PDF, ePub and Kindle....