no code implementations • 18 Sep 2023 • Ege Onat Özsüer, Barış Akgün, Fatma Güney
Reinforcement Learning (RL) has the potential to surpass human performance in driving without needing any expert supervision.
no code implementations • 14 Dec 2022 • Ahnaf Hannan Lodhi, Barış Akgün, Öznur Özkasap
This work consolidates the FL landscape and offers an objective analysis of the major FL algorithms through a comprehensive cross-evaluation for a wide range of operating conditions.
no code implementations • 3 Aug 2020 • Ahnaf Hannan Lodhi, Barış Akgün, Öznur Özkasap
However, the centralization of computational resources and the need for data aggregation have long been limiting factors in the democratization of Deep Learning applications.
no code implementations • 26 Mar 2018 • Cem Eteke, Hayati Havlucu, Nisa İrem Kırbaç, Mehmet Cengiz Onbaşlı, Aykut Coşkun, Terry Eskenazi, Oğuzhan Özcan, Barış Akgün
We trained multiple models using the wearables data and the coach labels.