[Theory-seminars] Cake Seminar Today

[Caroline Silva Rocha Costa]

Dear All,

Today , at 1:00 PM EDT, we will have a Cake Seminar given by Jack Araz of ODU and Jlab in the room F224/225. Please, see below for title and abstract.

Cake Seminar: Wednesday, November 1st , 1pm EDT


Speaker: Jack Araz (ODU/Jlab)

Title: Theory-driven Quantum Machine Learning for HEP

Abstract: Machine Learning is, in most cases, powerful but a black-box application. In this talk, we will tackle this very problem from a quantum mechanics point of view, arguing that an optimisation problem, such as classification or anomaly detection, can be studied by “rephrasing" the problem as a quantum many-body system or a mixed state. Such an approach allows us to employ the entire arsenal of quantum theory for data analysis techniques. Hence, this talk will present a small step towards fully theory-driven and interpretable quantum machine learning applications.

Best regards,
Caroline, Joe & Zheng-Yan


-------------- next part --------------
An HTML attachment was scrubbed...
URL: <https://mailman.jlab.org/pipermail/theory-seminars/attachments/20231101/243fea4a/attachment.html>