Scholar
Soroush H. Zargarbashi
Google Scholar ID: XnPiy-YAAAAJ
CISPA Helmhotz Center for Information Security
Citations & Impact
Citations
136
H-index
4
i10-index
4
Publications
8
Co-authors
0
Publications
Resume
Academic Achievements
- 1. Optimal Conformal Prediction under Epistemic Uncertainty (Under review)
- Co-authors: Alireza Javanmardi, Soroush H. Zargarbashi, Aleksandar Bojchevski, Willem Waegeman, Eyke Hüllermeier
- 2. Conformal Prediction Sets for Graph Neural Networks (ICLR 2024)
- Co-authors: Soroush H. Zargarbashi, Simone Antonelli, Aleksandar Bojchevski
- 3. Robust Conformal Prediction with a Single Binary Certificate (Under review)
- Co-authors: Soroush H. Zargarbashi, Aleksandar Bojchevski
- 4. One Sample is Enough to make Conformal Prediction Robust (Under review)
- Co-authors: Soroush H. Zargarbashi, Sadegh Akhondzadeh, Aleksandar Bojchevski
Research Experience
- Research Assistant at CISPA Helmholtz Center for Information Security
- Time: 2022-Ongoing
- Work: Research on Trustworthy AI, Uncertainty Quantification, Conformal Prediction, Adversarial Robustness of machine learning models.
- Research Intern at Apple
- Time: May-Oct 2025
- Work: Researching on speech-based translation systems.
Education
- PhD Student: University of Cologne
- Time: 2023-Ongoing
- Supervised By: Prof. Dr. Aleksandar Bojchevski
Background
- Research Interests: Uncertainty Quantification, Robustness of Machine Learning Models, Trustworthy AI. Works extensively with conformal prediction methods to provide reliable uncertainty estimates. Has hands-on experience in fine-tuning large language models for speech translation.