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Quantum Computer and Quantum Algorithm Benchmarking
2022Quantum computing is an exciting field, which brought out many competitors, both on the hardware and algorithmic side. Although users are not expecting to outperform classical machines yet, they are still interested in quantum computers, which can demonstrate advantages of their algorithms best. However, for users, especially in the industry, it is not
Daniel Müssig, Jörg Lässig
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Proceedings of the 24th international conference on Machine learning, 2007
By the term "quantization", we refer to the process of using quantum mechanics in order to improve a classical algorithm, usually by making it go faster. In this paper, we initiate the idea of quantizing clustering algorithms by using variations on a celebrated quantum algorithm due to Grover. After having introduced this novel approach to unsupervised
Esma Aïmeur +2 more
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By the term "quantization", we refer to the process of using quantum mechanics in order to improve a classical algorithm, usually by making it go faster. In this paper, we initiate the idea of quantizing clustering algorithms by using variations on a celebrated quantum algorithm due to Grover. After having introduced this novel approach to unsupervised
Esma Aïmeur +2 more
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Evolution of quantum algorithms
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation, 2010Computer science will be radically transformed if ongoing efforts to build large-scale quantum computers eventually succeed and if the properties of these computers meet optimistic expectations. Nevertheless, computer scientists still lack a thorough understanding of the power of quantum computing, and it is not always clear how best to utilize the ...
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Noisy intermediate-scale quantum algorithms
Reviews of Modern Physics, 2022Kishor Bharti +2 more
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Emerging quantum computing algorithms for quantum chemistry
Wiley Interdisciplinary Reviews: Computational Molecular Science, 2022Mario Motta, Julia E Rice
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Limitations of Variational Quantum Algorithms: A Quantum Optimal Transport Approach
PRX Quantum, 2023Giacomo De Palma +2 more
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Quantum Algorithms and Quantum-Inspired Algorithms
Chinese Journal of Computers, 2014Yi ZHANG, Kai LU, Ying-Hui GAO
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IEE Colloquium on Quantum Computing: Theory, Applications and Implications, 1997
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Quantum Algorithms for Quantum Chemistry and Quantum Materials Science
Chemical Reviews, 2020Bela Bauer +2 more
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Training Variational Quantum Algorithms Is NP-Hard
Physical Review Letters, 2021Lennart Bittel, Martin Kliesch
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