Dmitry Kamzolov
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
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Cross-Pollinator
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Keyword Pioneer
Conferences
ICLR (2)
NIPS (2)
ICML (1)
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Keywords
stochastic optimization
(1)
black-box optimization
(1)
convex optimization
(1)
variational inequality
(1)
oracle complexity
(1)
quasi-newton method
(1)
iteration complexity
(1)
non-smooth optimization
(1)
zeroth-order optimization
(1)
second-order method
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parallel computation
(1)
sublinear convergence
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jacobian inexactness
(1)
Papers
OPTAMI: Global Superlinear Convergence of High-order Methods
ICLR 2025
Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations
NIPS 2024
Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness
ICLR 2024
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate
NIPS 2022
The power of first-order smooth optimization for black-box non-smooth problems
ICML 2022