13–17 May 2024
ESO, Garching (Germany)
Europe/Berlin timezone

The assumptions behind Machine Learning

13 May 2024, 09:30
30m
ESO, Garching (Germany)

ESO, Garching (Germany)

Karl-Schwarzschild-Straße 2, 85748 Garching bei München

Speaker

Danilo Enoque Ferreira de Lima (XFEL)

Description

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.

Presentation materials