Dmitry Kamzolov
5 papers · 2022–2025 · 3 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
🐣
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Research topics
Keywords
convergence rate
(2)
tensor method
(2)
convex optimization
(2)
accelerated optimization
(1)
oracle complexity
(1)
nonsmooth optimization
(1)
quasi-newton method
(1)
iteration complexity
(1)
zeroth-order optimization
(1)
second-order method
(1)
superlinear convergence
(1)
parallel computation
(1)
cubic regularization
(1)
newton method
(1)
stochastic second-order method
(1)
sublinear convergence
(1)
step size schedule
(1)
high-order method
(1)
inexact oracle
(1)
jacobian inexactness
(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
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate
NeurIPS 2022
The power of first-order smooth optimization for black-box non-smooth problems
ICML 2022