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Journal Article
Journal of scientific computing, ISSN 1573-7691, 08/2010, Volume 46, Issue 1, pp. 20 - 46
Journal Article
Journal of optimization theory and applications, ISSN 1573-2878, 11/2014, Volume 166, Issue 1, pp. 343 - 349
Journal Article
Journal of optimization theory and applications, ISSN 1573-2878, 06/2013, Volume 161, Issue 2, pp. 478 - 489
Journal Article
Optimization letters, ISSN 1862-4480, 02/2011, Volume 6, Issue 4, pp. 621 - 628
Journal Article
SIAM journal on optimization, ISSN 1052-6234, 2016, Volume 26, Issue 4, pp. 2235 - 2260
The purpose of this paper is to establish the almost sure weak ergodic convergence of a sequence of iterates (x(n)) given by x(n+1) = (I+lambda(n)... 
Proximal point algorithm | Stochastic approximation | Convex programming | Physical Sciences | Mathematics | Mathematics, Applied | Science & Technology | Probability | Optimization and Control | Statistics | Machine Learning
Journal Article
Optimization letters, ISSN 1862-4472, 10/2018, Volume 12, Issue 7, pp. 1589 - 1608
Journal Article
Journal of global optimization, ISSN 0925-5001, 9/2011, Volume 51, Issue 1, pp. 11 - 26
Journal Article
Journal of optimization theory and applications, ISSN 0022-3239, 6/2012, Volume 153, Issue 3, pp. 769 - 778
Journal Article
Journal of machine learning research, ISSN 1532-4435, 08/2018, Volume 19, pp. 1 - 38
.... Focusing on Gaussian graphical models, we introduce an approximate majorize-minimize (MM) algorithm that can be useful for computing change-points in large graphical models... 
Change-points | Gaussian graphical models | Proximal gradient | Stochastic optimization | Simulated annealing | Automation & Control Systems | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology
Journal Article
Fixed point theory and applications (Hindawi Publishing Corporation), ISSN 1687-1820, 12/2014, Volume 2014, Issue 1, pp. 1 - 11
Journal Article
Journal of optimization theory and applications, ISSN 0022-3239, 5/2008, Volume 137, Issue 2, pp. 411 - 417
Journal Article