Scholar
Osman Yagan
Google Scholar ID: XtTBo1AAAAAJ
Research Professor, Dept. of ECE, Carnegie Mellon University
Citations & Impact
Citations
1,739
H-index
20
i10-index
42
Publications
20
Co-authors
50
list available
Publications
Resume (English only)
Academic Achievements
- - 'Cost-aware LLM-Based Online Dataset Annotation' selected as a Spotlight Paper (13% of accepted papers) for NeurIPS 2025.
- - 'Pairwise Elimination with Instance-Dependent Guarantees for Bandits with Cost Subsidy' to be presented at The Thirteenth International Conference on Learning Representations (ICLR 2025).
- - 'Analysis and Optimization of Robustness in Multiplex Flow Networks Against Cascading Failures' to appear in IEEE Transactions on Network Science and Engineering, August 2025.
- - 'Correlated Social Contagions with Multiple Topics: A Generalized Linear Threshold Model' to appear in IEEE Transactions on Networking, 2025.
Research Experience
- Research Professor at the Department of Electrical and Computer Engineering, Carnegie Mellon University, and several research centers.
Background
- Research interests include Machine Learning and Data Science, Multi-armed Bandit Algorithms, Security and Resilience in Decentralized Machine Learning, Reinforcement Learning, Cyber-Physical Systems, Internet of Things, and Ad-hoc Networks, etc.
