معرفی
Ali Taylan Cemgil is an Associate Professor at Bogazici University's Department of Computer Engineering, College of Engineering. His research focuses on Bayesian statistics, machine learning, and audio/music processing within the Perceptual Intelligence Laboratory (PILAB).
- PhD in Computer Science from Radboud University Nijmegen (2004)
- Postdoctoral research at University of Amsterdam (Intelligent Autonomous Systems Lab) and University of Cambridge (Signal Processing and Communications Lab)
Research Interests:
- Bayesian modeling and time series analysis
- Audio signal processing and source separation
- Human-AI collaboration frameworks
- Probabilistic methods in AI reliability and fairness
Scientific Contributions: Recent work explores conformal prediction for model calibration, adversarial robustness in deep learning, and fairness-aware medical AI systems. His research spans theoretical foundations in Bayesian statistics and practical applications in indoor localization and capsule robotics.
Academic Service: Current faculty member with extensive publications in AI/ML, signal processing, and probabilistic modeling.
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