Marina Danilova
4 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
๐งญ
Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐
Conference Polyglot
(2)
๐
Cross-Pollinator
(10)
๐
Interdisciplinary Bridge
Conferences
ICML (2)
NIPS (2)
Top co-authors
Keywords
stochastic optimization
(3)
variational inequality
(2)
heavy-tailed noise
(2)
non-convex optimization
(1)
convex 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)
gradient descent-ascent
(1)
stochastic extragradient
(1)
minimax problem
(1)
high-probability bound
(1)
high probability
(1)
learning theory
(1)
stochastic gradient descent
(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
NIPS 2022
Stochastic Optimization with Heavy-Tailed Noise via Accelerated Gradient Clipping
NIPS 2020