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Aix-Marseille Université
Institut de Mathématiques de Marseille (I2M) - UMR 7373
Site Saint-Charles : 3 place Victor Hugo, Case 19, 13331 Marseille Cedex 3
Site Luminy : Campus de Luminy - Case 907 - 13288 Marseille Cedex 9

Introduction to quantum machine learning




Date(s) : 24/05/2019   iCal
14h00 - 15h00

Quantum computing carries the promise to revolutionize information and communication technologies. After a short introduction to quantum computation, we will go through all the main theorems in quantum algorithms and quantum machine learning. Specifically, we will see how to load classical data in a quantum computers, how to calculate distances in superposition, and how to perform linear algebraic operations exponentially faster than classical computers. Lastly, we will sketch some results: quantum algorithms for dimensionality reduction, classification, and clustering. Some of them are exponentially faster than the classical counterpart.

http://www.researchgate.net/profile/Alessandro_Luongo2

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