no code implementations • 7 Dec 2023 • Julius Weißmann, Markus Seidl, Anya Dietrich, Martin Haltrich
We demonstrate for the first time on a dataset with such a variety of codices that paleographic decisions can be reproduced automatically and precisely with CNNs.
no code implementations • 28 Jul 2023 • Joshua Stock, Oliver Hauke, Julius Weißmann, Hannes Federrath
This work investigates the potential of Federated Learning (FL) for official statistics and shows how well the performance of FL models can keep up with centralized learning methods. F L is particularly interesting for official statistics because its utilization can safeguard the privacy of data holders, thus facilitating access to a broader range of data.