Zakhar Shumaylov
Zakhar Shumaylov
Other namesZak Shumaylov, Zak Shumailov, Zakhar Shumailov
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The curse of recursion: Training on generated data makes models forget
I Shumailov, Z Shumaylov, Y Zhao, Y Gal, N Papernot, R Anderson
arXiv preprint arXiv:2305.17493, 2023
Manipulating sgd with data ordering attacks
I Shumailov, Z Shumaylov, D Kazhdan, Y Zhao, N Papernot, MA Erdogdu, ...
Advances in Neural Information Processing Systems 34, 18021-18032, 2021
Data-Driven Convex Regularizers for Inverse Problems
S Mukherjee, S Dittmer, Z Shumaylov, S Lunz, O Öktem, CB Schönlieb
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Primordial power spectra from -inflation with curvature
Z Shumaylov, W Handley
Physical Review D 105 (12), 123532, 2022
Quantum initial conditions for curved inflating universes
MI Letey, Z Shumaylov, FJ Agocs, WJ Handley, MP Hobson, AN Lasenby
Physical Review D 109 (12), 123502, 2024
Provably Convergent Data-Driven Convex-Nonconvex Regularization
Z Shumaylov, J Budd, S Mukherjee, CB Schönlieb
NeurIPS 2023 Workshop on Deep Learning and Inverse Problems., 2023
Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation
Z Shumaylov, J Budd, S Mukherjee, CB Schönlieb
arXiv preprint arXiv:2402.01052, 2024
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