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Faculty of Mathematics

 

I am a PhD student under supervision of Professor Carola Schönlieb at the Cambridge Image Analysis Group within DAMTP. I am also a member of the Cantab Capital Institute for the Mathematics of Information and the Maths4DL programme.

I am generally interested in applied mathematics, specifically problems arising at the intersection of optimization, deep learning, geometry, and inverse problems.

Publications

Primordial power spectra from k-inflation with curvature
Z Shumaylov, W Handley
– Physical Review D
(2022)
105,
123532
Manipulating SGD with Data Ordering Attacks
I Shumailov, Z Shumaylov, D Kazhdan, Y Zhao, N Papernot, MA Erdogdu, R Anderson
– Advances in Neural Information Processing Systems
(2021)
22,
18021
Learned convex regularizers for inverse problems
S Mukherjee, S Dittmer, Z Shumaylov, S Lunz, O Öktem, C-B Schönlieb
(2020)
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Research Group

Mathematics of Information (Applied)

Room

F0.01