A Unified Analysis of Variational Inequality Methods: Variance Reduction, Sampling, Quantization, and Coordinate Descent
Author:
Publisher
Pleiades Publishing Ltd
Subject
Computational Mathematics
Link
https://link.springer.com/content/pdf/10.1134/S0965542523020045.pdf
Reference34 articles.
1. F. Facchinei and J.-S. Pang, Finite-Dimensional Variational Inequalities and Complementarity Problems (Springer, New York, 2003). https://doi.org/10.1007/b97544
2. Yu. Nesterov, “Smooth minimization of non-smooth functions,” Math. Program. 103 (1), 127–152 (2005).
3. A. Nemirovski, “Prox-method with rate of convergence O(1/t) for variational inequalities with Lipschitz continuous monotone operators and smooth convex-concave saddle point problems,” SIAM J. Optim. 15 (1), 229–251 (2004).
4. A. Chambolle and T. Pock, “A first-order primal-dual algorithm for convex problems with applications to imaging,” J. Math. Imaging Vision 40 (1), 120–145 (2011).
5. E. Esser, X. Zhang, and T. F. Chan, “A general framework for a class of first order primal-dual algorithms for convex optimization in imaging science,” SIAM J. Imaging Sci. 3 (4), 1015–1046 (2010).
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