Marina Danilova
4 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
stochastic optimization
(3)
variational inequality
(2)
heavy-tailed noise
(2)
non-convex optimization
(1)
convex optimization
(1)
composite optimization
(1)
distributed optimization
(1)
strongly convex
(1)
accelerated gradient
(1)
complexity bound
(1)
convergence guarantee
(1)
heavy-tailed distribution
(1)
gradient clipping
(1)
gradient descent ascent
(1)
stochastic extragradient
(1)
high probability bound
(1)
minimax problem
(1)
high probability convergence
(1)
variational inequalities
(1)
high probability
(1)
Papers
High-Probability Convergence for Composite and Distributed Stochastic Minimization and Variational Inequalities with Heavy-Tailed Noise
ICML 2024
High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance
ICML 2023
Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise
NeurIPS 2022
Stochastic Optimization with Heavy-Tailed Noise via Accelerated Gradient Clipping
NeurIPS 2020