19–21 Nov 2025
Jagiellonian University
Europe/Warsaw timezone

Tuning the Shape and Structure of Quantum Machine Learning Circuits for Optimal Image Recognition

20 Nov 2025, 12:30
30m
H-0-11 (Jagiellonian University)

H-0-11

Jagiellonian University

Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, ul. prof. Stanisława Łojasiewicza 11, 30-348 Kraków

Speaker

Jiří Tomčala

Description

The enormous amount of data from Earth observations requires machine processing. Quantum computers have the potential to be very helpful in this. When recognizing images using quantum machine learning (QML), classification accuracy is obviously very important. This talk will, among other things, show how the shape and structure of the parameterized quantum circuit (ansatz) used affects this accuracy and also the learning speed of the QML model.

Presentation materials

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