Onat Dalmaz
Onat Dalmaz

Ph.D. Candidate · Machine Learning & Signal Processing

About Me

I am a Ph.D. candidate in Electrical Engineering at Stanford University, co-advised by Brian Hargreaves and Akshay Chaudhari. Previously, I earned my M.Sc. and B.Sc. at Bilkent University under Tolga Cukur.

My research sits at the intersection of machine learning, signal processing, and computational MRI. I design probabilistic tools that turn high-dimensional inverse problems into tractable uncertainty-quantification tasks. The goal is to make deep image‐reconstruction models both explainable and reliable for clinical decision making.

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Interests
  • Signal Processing
  • Machine Learning
  • Generative & Diffusion Models
  • Inverse Problems
  • Uncertainty Quantification
  • Compressed & Computational MRI
Education
  • Ph.D., Electrical Engineering

    Stanford University

  • M.Sc., Electrical and Electronics Engineering

    Bilkent University

  • B.Sc., Electrical and Electronics Engineering

    Bilkent University