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Hi! I am a Research Associate with Department of Applied Mathematics and Theoretical Physics, University of Cambridge. My research interests include large-scale optimization, statistical learning theory, with applications in computer vision and medical imaging. Most recently, my research has been focusing on the theoretical foundations of non-convex optimization in computational imaging with advanced image priors based on deep-learning, and efficient deep networks for medical imaging.

In 2019, I completed my Ph.D in the University of Edinburgh under the supervision of Prof. Mike Davies and the project was fully funded by EU H2020 project MacSeNet Innovative Training Network. Prior to that, I had 4 wonderful years in Sichuan University, China as a undergrad majoring in Communication Engineering from 2010 to 2014.

Publications

The Practicality of Stochastic Optimization in Imaging Inverse Problems
J Tang, K Egiazarian, M Golbabaee, M Davies
– IEEE Transactions on Computational Imaging
(2020)
6,
1471

Research Group

Cambridge Image Analysis

Room

F2.05

Telephone

01223 337917