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Seminar information

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Title
Quantum machine algorithms
Lecturer
Professor Seth Lloyd(Department of Mechanical Engineering, MIT)
Date and time
Jul,42014, 16:30-18:00
Place
H345, Main Building, O-Okayama Campus, Tokyo Institute of Technology.
Abstract
Machine learning algorithms look for patterns in large arrays of high-dimensional vectors. Quantum computers are adept at manipulating large arrays of high-dimensional vectors. This talk presents a series of quantum algorithms for big data analysis. The ability of quantum computers to perform Fourier transforms, find eigenvectors and eigenvalues, and invert matrices translates into quantum algorithms that are exponentially faster than their classical counterparts: complex patterns in datasets of size N can be identified in time O (log N).
Contact
Prof. Hidetoshi Nishimori(2488)