Nurbek Tastan
Doctoral Researcher, MBZUAI.
nurbek.tastan@mbzuai.ac.ae
Abu Dhabi, UAE
I am Nurbek Tastan, currently pursuing a Doctor of Philosophy degree in Machine Learning. I am associated with the SPriNT-AI lab at MBZUAI, where I conduct my research under the guidance of my supervisor, Dr. Karthik Nandakumar. With over four years of professional experience as a machine learning researcher, I possess a comprehensive knowledge of the modern machine learning pipeline and strong mathematical and probabilistic thinking skills. I specialize in modeling complex machine learning, computer vision, deep learning, and distributed optimization algorithms. My research primarily focuses on the areas of federated learning and ensuring the trustworthiness of artificial intelligence systems.
selected publications
- CaPriDe Learning: Confidential and Private Decentralized Learning Based on Encryption-Friendly Distillation LossIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2023
- Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New BaselineIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2024