The Other Human in The Loop - A Pilot Study to Find Selection Strategies for Active Learning. - Daniel Kottke; Adrian Calma; Denis Huseljic; Christoph Sandrock; George Kachergis; Bernhard Sick (IJCNN, 2018)

Combining Self-reported Confidences from Uncertain Annotators to Improve Label Quality. - Christoph Sandrock; Marek Herde; Adrian Calma; Daniel Kottke; Bernhard Sick (IJCNN, 2019)

Toward optimal probabilistic active learning using a Bayesian approach. - Daniel Kottke; Marek Herde; Christoph Sandrock; Denis Huseljic; Georg Krempl; Bernhard Sick (Mach. Learn., 2021)

A Stopping Criterion for Transductive Active Learning. - Daniel Kottke; Christoph Sandrock; Georg Krempl; Bernhard Sick (ECML/PKDD (4), 2022)

Exploring the Potential of Optimal Active Learning via a Non-myopic Oracle Policy. - Christoph Sandrock; Marek Herde; Daniel Kottke; Bernhard Sick (DS, 2023)