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Zakhar Shumaylov
Zakhar Shumaylov
Other namesZak Shumaylov, Zak Shumailov, Zakhar Shumailov
Verified email at cam.ac.uk - Homepage
Title
Cited by
Cited by
Year
AI models collapse when trained on recursively generated data
I Shumailov, Z Shumaylov, Y Zhao, N Papernot, R Anderson, Y Gal
Nature 631 (8022), 755-759, 2024
411*2024
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
872021
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
75*2024
Primordial power spectra from -inflation with curvature
Z Shumaylov, W Handley
Physical Review D 105 (12), 123532, 2022
82022
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
72024
Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation
Z Shumaylov, J Budd, S Mukherjee, CB Schönlieb
Forty-first International Conference on Machine Learning (ICML24), 2024
42024
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
42023
Hamiltonian Matching for Symplectic Neural Integrators
P Canizares, D Murari, CB Schönlieb, F Sherry, Z Shumaylov
arXiv preprint arXiv:2410.18262, 2024
2024
Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
Z Shumaylov, P Zaika, J Rowbottom, F Sherry, M Weber, CB Schönlieb
arXiv preprint arXiv:2410.02698, 2024
2024
Score-based pullback Riemannian geometry
W Diepeveen, G Batzolis, Z Shumaylov, CB Schönlieb
arXiv preprint arXiv:2410.01950, 2024
2024
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