Keynote: The human matters! Perspectives on a human-centered view of Machine Learning

25.09.2022, 09:15 - 10:00
45 minutes
Audimax I

In the standard machine learning pipeline, a learning algorithm processes some data in order to learn an accurate model of the world or a relevant decision making policy. The humans are completely absent from this pipeline, and yet, in reality, they are at every stage of the process: data collection, algorithm design and parametrization, use of the learned model... In this talk, we will see how this presence affects the learning pipeline, and which new challenges it raises.

Prof. Pierre-Alexandre Murena

Hamburg University of Technology,
Human-centric Machine Learning (E-EXK7)