Sahin Albayrak

Full Professor, Computer Science, Technische Universität Berlin

Joined

July 2019

Names

Sahin Albayrak

Emails

****@dai-labor.de (Confirmed)

****@tu-berlin.de (Confirmed)

Personal Links

Career & Education History

Full Professor

Computer Science, Technische Universität Berlin (tu-berlin.de)

2007 – Present

Advisors, Relations & Conflicts

PhD Advisee

Moussa Kassem Sbeyti

2022 – Present

Expertise

Distributed Artificial Intelligence

Present

Machine Learning

Present

Computer Vision

Present

Telecommunications

Present

Multi-Agent Systems

Present

Publications

Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection
Moussa Kassem Sbeyti, Nadja Klein, Azarm Nowzad, Fikret Sivrikaya, Sahin Albayrak
- Accepted by TMLR
- Readers: Everyone
Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection
Moussa Kassem Sbeyti, Michelle E. Karg, Christian Wirth, Nadja Klein, Sahin Albayrak
- UAI 2024 oral
- Readers: Everyone
Joint Link Rate Selection and Adaptive Forward Error Correction for High-Rate Wireless Multicast
Thomas Geithner, Fikret Sivrikaya, Sahin Albayrak
- 2022 (modified: 04 Nov 2022)
- IEEE Open J. Commun. Soc. 2022
- Readers: Everyone
Flexible Ramping Product Procurement in Day-Ahead Markets
Ogun Yurdakul, Erik Ela, Sahin Albayrak
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Competitive Learning for Unsupervised Anomaly Detection in Intelligent Transportation Systems
Umuralp Kaytaz, Fikret Sivrikaya, Sahin Albayrak
- 2022 (modified: 04 Nov 2022)
- ICC 2022
- Readers: Everyone
Optimistic Optimisation of Composite Objective with Exponentiated Update
Weijia Shao, Fikret Sivrikaya, Sahin Albayrak
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Adaptive Zeroth-Order Optimisation of Nonconvex Composite Objectives
Weijia Shao, Sahin Albayrak
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Generalized Additive Modeling of Building Inertia Thermal Energy Storage for Integration Into Smart Grid Control
Marcus Voss, Jan F. Heinekamp, Sabine Krutzsch, Friedrich Sick, Sahin Albayrak, Kai Strunz
- 2021 (modified: 04 Nov 2022)
- IEEE Access 2021
- Readers: Everyone
FABRIC: A Framework for the Design and Evaluation of Collaborative Robots with Extended Human Adaptation
O. Can Görür, Benjamin Rosman, Fikret Sivrikaya, Sahin Albayrak
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
Hierarchical Deep Reinforcement Learning based Dynamic RAN Slicing for 5G V2X
Umuralp Kaytaz, Fikret Sivrikaya, Sahin Albayrak
- 2021 (modified: 04 Nov 2022)
- GLOBECOM 2021
- Readers: Everyone

View all 329 publications

Co-Authors

View all 260 co-authors