Bridging the gap between constant step size stochastic gradient descent and Markov chains-Reference-Cited by-同舟云学术

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Bridging the gap between constant step size stochastic gradient descent and Markov chains

Published:2020-06-01 Issue:3 Volume:48 Page:
ISSN:0090-5364
Container-title:The Annals of Statistics
language:
Short-container-title:Ann. Statist.

Author:

Dieuleveut Aymeric,Durmus Alain,Bach Francis

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://projecteuclid.org/download/pdfview_1/euclid.aos/1594972821

Cited by 22 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A large-sample theory for infinitesimal gradient boosting;Bernoulli;2024-08-01

2. Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SA;ACM SIGMETRICS Performance Evaluation Review;2024-06-11

3. Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SA;Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems;2024-06-10

4. Variance-Reduced Accelerated First-Order Methods: Central Limit Theorems and Confidence Statements;Mathematics of Operations Research;2024-06-04

5. A selective review on statistical methods for massive data computation: distributed computing, subsampling, and minibatch techniques;Statistical Theory and Related Fields;2024-04-23

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