Introduction to quantum machine learning

Date(s) : 24/05/2019   iCal
14 h 00 min - 15 h 00 min

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.

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