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Yarotsky, Dmitry
12 publications
ICLR
2025
SGD with Memory: Fundamental Properties and Stochastic Acceleration
Dmitry Yarotsky
,
Maksim Velikanov
ICLR
2024
Generalization Error of Spectral Algorithms
Maksim Velikanov
,
Maxim Panov
,
Dmitry Yarotsky
NeurIPS
2024
Learnability of High-Dimensional Targets by Two-Parameter Models and Gradient Flow
Dmitry Yarotsky
JMLR
2024
Tight Convergence Rate Bounds for Optimization Under Power Law Spectral Conditions
Maksim Velikanov
,
Dmitry Yarotsky
ICLR
2023
A View of Mini-Batch SGD via Generating Functions: Conditions of Convergence, Phase Transitions, Benefit from Negative Momenta.
Maksim Velikanov
,
Denis Kuznedelev
,
Dmitry Yarotsky
NeurIPS
2023
Structure of Universal Formulas
Dmitry Yarotsky
AISTATS
2022
Embedded Ensembles: Infinite Width Limit and Operating Regimes
Maksim Velikanov
,
Roman V. Kail
,
Ivan Anokhin
,
Roman Vashurin
,
Maxim Panov
,
Alexey Zaytsev
,
Dmitry Yarotsky
ICML
2021
Elementary Superexpressive Activations
Dmitry Yarotsky
NeurIPS
2021
Explicit Loss Asymptotics in the Gradient Descent Training of Neural Networks
Maksim Velikanov
,
Dmitry Yarotsky
ICML
2020
Low-Loss Connection of Weight Vectors: Distribution-Based Approaches
Ivan Anokhin
,
Dmitry Yarotsky
NeurIPS
2020
The Phase Diagram of Approximation Rates for Deep Neural Networks
Dmitry Yarotsky
,
Anton Zhevnerchuk
COLT
2018
Optimal Approximation of Continuous Functions by Very Deep ReLU Networks
Dmitry Yarotsky