Scholar
Rafet Sifa
Google Scholar ID: 4jBgqpcAAAAJ
Professor of Machine Learning at University of Bonn and Fraunhofer IAIS
Machine Learning
Representation Learning
Game Analytics
Textmining
Medical Informatics
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
3,137
H-index
26
i10-index
75
Publications
20
Co-authors
11
list available
Contact
GitHub
Open ↗
Publications
21 items
Evaluating and Benchmarking the System One Model Jev
2026
Cited
0
Automated Regulatory Compliance Question Answering in Financial Services with Domain-Adapted Retrieval-Augmented Generation
2026
Cited
0
On the Impact of Anonymization on the Performance of Large Language Models
2026
Cited
0
Accuracy is Not Enough: A Divergence-Based Approach to Evaluate Fidelity Loss in Quantized LLMs
2026
Cited
0
Leveraging Transfer Learning with Class-Specific Decoders for Laparoscopic Segmentation
2026
Cited
0
First Investigation of Deep Learning for Intraoperative Gauze Segmentation in Minimally Invasive Abdominal Surgery
2026
Cited
0
Hybrid Deep Learning for Traceability and Classification of Industrial Slate Tiles
2026
Cited
0
Knowing When Not to Predict: Self Supervised Learning and Abstention for Safer DR Screening
2026
Cited
0
Load more
Resume
Background
Head of the Applied Machine Learning (AML) Lab
Focuses on challenges of deploying machine learning models in real-world settings
Develops novel methods for pattern analysis and representation learning
Primary research involves building hybrid, interpretable, and resource-aware learning systems
Applications in text mining, behavioral analytics, and medical informatics
Co-authors
6 total
Christian Bauckhage
Prof. of Computer Science, University of Bonn, Fraunhofer IAIS, LAMARR Institute
Kristian Kersting
Professor of AI & ML, Technical University of Darmstadt, Hessian.ai, DFKI, CAIRNE/ELLIS, AAAI Fellow
Guenter Wallner
Prof. JKU Linz, Ass. Prof. TU Eindhoven, Adj. Prof. Ontario Tech Univ.
Daniel Johnson
Queensland University of Technology
Sam Devlin
Meta
Fabio Zambetta
Professor, School of Computing Technologies, RMIT University