Dmitry Pasechnyuk
3 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
Venues
Top co-authors
Research topics
Keywords
convex optimization
(1)
algebraic topology
(1)
simplicial complexes
(1)
geometric algebra
(1)
convergence rate
(1)
language model
(1)
superlinear convergence
(1)
tensor method
(1)
cubic regularization
(1)
newton method
(1)
step size schedule
(1)
high-order method
(1)
global convergence rate
(1)
local quadratic convergence
(1)
Papers
OPTAMI: Global Superlinear Convergence of High-order Methods
ICLR 2025
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu’s formula
ICML 2024
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate
NeurIPS 2022