Bariscan Yonel

Bariscan Yonel is an Assistant Professor in Electrical & Computer Engineering at the University at Albany's College of Nanotechnology, Science, and Engineering. He holds a PhD from Rensselaer Polytechnic Institute and conducts research at the intersection of computational imaging, machine learning, and signal processing.

His research develops theory and efficient algorithms for high-dimensional inference problems with applications in wave-based imaging systems. Key focus areas include:

• Foundations of AI for inverse problems in imaging
• Computational methods for passive radar systems
• Low-rank matrix recovery theory
• Phaseless synthetic aperture techniques

His publications demonstrate consistent focus on advancing imaging algorithms through optimization theory and machine learning. Recent work explores deep learning approaches for interferometric imaging and robust phase retrieval methods.