Online Seminar: Dr Chris Granade, Microsoft, WA, USA
Q#, a quantum-focused domain-specific language explicitly designed to correctly, clearly and completely express quantum algorithms.
Empowering Quantum Machine Learning Research with Q#
SPEAKER: Dr Chris Granade
AFFILIATION: Quantum Systems, Microsoft, Washington, USA
HOSTED BY: A/Prof Chris Ferrie, UTS Centre for Quantum Software and Information
ABSTRACT:
In this talk, I will demonstrate how the Q# quantum programming language can be used to start exploring quantum machine learning, using a binary classification problem as an example. I will describe recent work in QML algorithms for classification, and show how Q# allows implementing and using this classifier through high-level quantum development features. Finally, I will discuss how these approaches can be used as part of a reproducible research process to share your explorations with others.