Scholar
Ege Erdogan
Google Scholar ID: HjcFsdcAAAAJ
University of Amsterdam
machine learning
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Citations & Impact
All-time
Citations
209
H-index
6
i10-index
3
Publications
14
Co-authors
21
list available
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Publications
4 items
Group Equivariance Meets Mechanistic Interpretability: Equivariant Sparse Autoencoders
2025
Cited
0
When Explainability Meets Privacy: An Investigation at the Intersection of Post-hoc Explainability and Differential Privacy in the Context of Natural Language Processing
2025
Cited
0
Can LLM-Generated Textual Explanations Enhance Model Classification Performance? An Empirical Study
2025
Cited
0
Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods
2025
Cited
0
Resume (English only)
Academic Achievements
Paper 'Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods' accepted at FAccT 2025 (May 2025)
Paper 'FreeFlow: Latent Flow Matching for Free Energy Difference Estimation' accepted at MLMP Workshop (ICLR '25) (Mar 2025)
Paper 'SplitOut: Out-of-the-Box Training-Hijacking Detection in Split Learning via Outlier Detection' published at CANS '24
Paper 'Poisoning × Evasion: Symbiotic Adversarial Robustness for Graph Neural Networks' published at GLFrontiers Workshop (NeurIPS '23)
Co-authored survey 'Detecting ChatGPT: A Survey of the State of Detecting ChatGPT-Generated Text' at (SRW) RANLP '23
Papers 'SplitGuard' and 'UnSplit' published at WPES Workshop (ACM CCS '22)
Co-developed blockchain simulator 'Zelig', published as demo paper at SRDS '21
Co-authors
21 total
Alptekin Küpçü
Professor, Koç University
Co-author 2
Mahdi Dhaini
Research Associate and PhD Candidate, Technical University of Munich
Gjergji Kasneci
Professor at the Technical University of Munich
Wessel Poelman
PhD candidate at KU Leuven
Co-author 6
Co-author 7
Co-author 8
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