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Artem Agafonov

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICLR (2) NeurIPS (1)

Top co-authors

Alexander Gasnikov (3) Dmitry Kamzolov (3) Martin Takac (3) Petr Ostroukhov (1) Kimon Antonakopoulos (1) Dmitry Pasechnyuk (1) Volkan Cevher (1) Eduard Gorbunov (1) Roman Mozhaev (1) Ali Kavis (1)

Research topics

Machine Learning (3) Mathematics & Optimization (3) Optimization (3) Optimization & Theory · Machine Learning (3) Deep Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

convergence rate (2) tensor method (2) accelerated optimization (1) quasi-newton method (1) second-order method (1) superlinear convergence (1) cubic regularization (1) stochastic second-order method (1) sublinear convergence (1) high-order method (1) inexact oracle (1) convex optimization (1) jacobian inexactness (1) variational inequality (1)

Papers

OPTAMI: Global Superlinear Convergence of High-order Methods ICLR 2025 Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness ICLR 2024 Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations NeurIPS 2024