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Albayrak, Sahin
5 publications
TMLR
2025
Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection
Moussa Kassem Sbeyti
,
Nadja Klein
,
Azarm Nowzad
,
Fikret Sivrikaya
,
Sahin Albayrak
UAI
2024
Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection
Moussa Kassem-Sbeyti
,
Michelle Karg
,
Christian Wirth
,
Nadja Klein
,
Sahin Albayrak
ECML-PKDD
2023
Overcoming the Limitations of Localization Uncertainty: Efficient and Exact Non-Linear Post-Processing and Calibration
Moussa Kassem Sbeyti
,
Michelle Karg
,
Christian Wirth
,
Azarm Nowzad
,
Sahin Albayrak
MLJ
2022
Optimistic Optimisation of Composite Objective with Exponentiated Update
Weijia Shao
,
Fikret Sivrikaya
,
Sahin Albayrak
ECML-PKDD
2014
BestTime: Finding Representatives in Time Series Datasets
Stephan Spiegel
,
David Schultz
,
Sahin Albayrak