Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Mathematics,Software
Link
http://link.springer.com/content/pdf/10.1007/s10107-014-0846-1.pdf
Reference38 articles.
1. Andradóttir, S.: A review of simulation optimization techniques. In: Proceedings of the Winter Simulation Conference, pp. 151–158 (1998)
2. Auslender, A., Teboulle, M.: Interior gradient and proximal methods for convex and conic optimization. SIAM J. Optim. 16, 697–725 (2006)
3. Bauschke, H., Borwein, J., Combettes, P.: Bregman monotone optimization algorithms. SIAM J. Control Optim. 42, 596–636 (2003)
4. Ben-Tal, A., Margalit, T., Nemirovski, A.S.: The ordered subsets mirror descent optimization method with applications to tomography. SIAM J. Optim. 12, 79–108 (2001)
5. Bregman, L.: The relaxation method of finding the common point convex sets and its application to the solution of problems in convex programming. USSR Comput. Math. Phys. 7, 200–217 (1967)
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