8th EIROforum School on Instrumentation

Session

Machine Learning and Image Processing

13 May 2024, 09:30

ESO, Garching (Germany)

59. The assumptions behind Machine Learning

Danilo Enoque Ferreira de Lima (XFEL)

13/05/2024, 09:30

This introduction focuses on a scientific perspective of Machine Learning, in which the fundamental mathematics and statistics behind Machine Learning is emphasized together with the assumptions made through them. Such a theory-based perspective leads to a view emphasizing uncertainties and the interpretability of the mathematical model produced.

60. Computer Vision for Machine Protection in Nuclear Fusion

Mr Bartłomiej Jabłoński (Lodz University of Technology)

13/05/2024, 10:00