Active preference learning for ordering items in-and out-of-sample

H Bergström, E Carlsson, D Dubhashi… - arxiv preprint arxiv …, 2024 - arxiv.org
Learning an ordering of items based on pairwise comparisons is useful when items are
difficult to rate consistently on an absolute scale, for example, when annotators have to …

Rank based annotation system for supervised learning in medical imaging

H Tärnåsen, H Bergström - 2023 - odr.chalmers.se
Supervised learning has become a common approach for extracting information from
images. To effectively train a model, a large amount of labeled data is required. While some …

[PDF][PDF] Simulating Human Associations with Linked Data

J Hees - 2018 - kluedo.ub.rptu.de
In recent years, enormous progress has been made in the field of Artificial Intelligence (AI).
Especially the introduction of Deep Learning and end-to-end learning, the availability of …

[PDF][PDF] Thesis approved by the Department of Computer Science of the TU Kaiserslautern for the award of the Doctoral Degree doctor of natural sciences

J Hees - 2018 - kluedo.ub.rptu.de
In recent years, enormous progress has been made in the field of Artificial Intelligence (AI).
Especially the introduction of Deep Learning and end-to-end learning, the availability of …