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Marina Danilova

High-Probability Convergence for Composite and Distributed Stochastic Minimization and Variational Inequalities with Heavy-Tailed Noise

Oct 03, 2023
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High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance

Feb 02, 2023
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Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise

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Jun 02, 2022
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Distributed Methods with Absolute Compression and Error Compensation

Mar 04, 2022
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Near-Optimal High Probability Complexity Bounds for Non-Smooth Stochastic Optimization with Heavy-Tailed Noise

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Jun 10, 2021
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Recent Theoretical Advances in Non-Convex Optimization

Dec 11, 2020
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Stochastic Optimization with Heavy-Tailed Noise via Accelerated Gradient Clipping

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May 21, 2020
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