Exploring Online Variance Reduction For Stochastic Optimization
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- Title: MURANA: A Generic Framework for
- The IMA Leslie Fox Prize for Numerical Analysis is a biennial prize established in 1985 by the IMA in honour of mathematician ...
- Peter Richtarik (University of Edinburgh) ...
- Kai's talk explores the optimal and efficient
- In this lecture, we wrap up our discussion of the movement from point estimation (sample means) to interval estimation for: (a) ...
In-Depth Information on Online Variance Reduction For Stochastic Optimization
Zalán Borsos, Andreas Krause and Kfir Y. Levy Presented at IFAC World Congress, 2020. Paper is available at https://arxiv.org/abs/2003.04686. In this video, we will be discussing NIPS 2018: Stochastic Nested Variance Reduced Gradient Descent for Nonconvex Optimization
Peter Richtarik presents a talk entitled "
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