Training Novices: The Role of Human-AI Collaboration and Knowledge Transfer

no code implementations • 1 Jul 2022 • Philipp Spitzer, Niklas Kühl, Marc Goutier

Across a multitude of work environments, expert knowledge is imperative for humans to conduct tasks with high performance and ensure business success.

Transfer Learning

Human vs. supervised machine learning: Who learns patterns faster?

no code implementations • 30 Nov 2020 • Niklas Kühl, Marc Goutier, Lucas Baier, Clemens Wolff, Dominik Martin

We have designed an experiment in which 44 humans and three different machine learning algorithms identify patterns in labeled training data and have to label instances according to the patterns they find.

BIG-bench Machine Learning

Machine Learning in Artificial Intelligence: Towards a Common Understanding

no code implementations • 27 Mar 2020 • Niklas Kühl, Marc Goutier, Robin Hirt, Gerhard Satzger

The application of "machine learning" and "artificial intelligence" has become popular within the last decade.

BIG-bench Machine Learning