Scholar
Zakhar Shumaylov
Google Scholar ID: EKV1lrAAAAAJ
PhD Student, University of Cambridge
Citations & Impact
Citations
1,447
H-index
7
i10-index
7
Publications
16
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- "AI Models Collapse When Trained on Recursively Generated Data", Nature (2024)
- "Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups", ICLR 2025
- "Score-based Pullback Riemannian Geometry: Extracting the Data Manifold Geometry using Anisotropic Flows", ICML 2025
- "Data-Driven Convex Regularisers For Inverse Problems", ICASSP 2024
- "Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation", ICML 2024
- "Quantum initial conditions for curved inflating universes", Physical Review D (2024)
- "Symplectic neural flows for modeling and discovery", arXiv preprint arXiv:2412.16787 (2024)
