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← Authors

Zakhar Shumaylov

4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge

Conferences

ICML (2) ICLR (1) NIPS (1)

Top co-authors

Carola-Bibiane Schönlieb (3) Subhadip Mukherjee (1) Jeremy Budd (1) Willem Diepeveen (1) I Shumailov (1) Nicolas Papernot (1) Dmitry Kazhdan (1) Georgios Batzolis (1) James Rowbottom (1) Ferdia Sherry (1)

Research topics

Privacy (1)

Keywords

stochastic gradient descent (1) adversarial learning (1) data poisoning (1) adversarial optimization (1) training manipulation (1) backdoor attack (1) adversarial attack (1) model training (1) poisoning attack (1) data ordering attack (1)

Papers

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 Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation ICML 2024 Manipulating SGD with Data Ordering Attacks NIPS 2021