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90c25 (1065) 1065
mathematics, applied (865) 865
mathematics (797) 797
optimization (641) 641
operations research & management science (610) 610
algorithms (466) 466
convergence (371) 371
calculus of variations and optimal control; optimization (361) 361
mathematical analysis (310) 310
studies (307) 307
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analysis (262) 262
mathematical methods in physics (260) 260
mathematical models (245) 245
combinatorics (240) 240
applications of mathematics (214) 214
theoretical, mathematical and computational physics (211) 211
65k05 (206) 206
90c30 (198) 198
theory of computation (188) 188
mathematical programming (187) 187
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convexity (178) 178
methods (140) 140
minimization (133) 133
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65k10 (127) 127
iterative methods (119) 119
algorithm (112) 112
engineering, general (111) 111
mathematics, general (111) 111
approximation (105) 105
convex analysis (103) 103
operators (97) 97
90c06 (96) 96
inequalities (92) 92
90c22 (90) 90
computer science (89) 89
mathematics - optimization and control (81) 81
projection (81) 81
convex programming (79) 79
computational geometry (76) 76
47h05 (75) 75
90c46 (73) 73
hilbert space (70) 70
regularization (67) 67
operation research/decision theory (66) 66
complexity (65) 65
49m37 (64) 64
90c51 (64) 64
computational mathematics and numerical analysis (63) 63
feasibility (63) 63
programming (60) 60
proximal point algorithm (60) 60
decomposition (59) 59
algebra (58) 58
duality (58) 58
operations research, management science (58) 58
nonlinear programming (56) 56
mathematical and computational physics (55) 55
47j25 (54) 54
splitting (54) 54
computation (52) 52
management science (52) 52
90c26 (50) 50
computer science, general (50) 50
semidefinite programming (50) 50
global convergence (49) 49
49j53 (47) 47
90c31 (47) 47
optimization and control (47) 47
90c15 (46) 46
constraints (45) 45
mathematical optimization (45) 45
90c33 (44) 44
68q25 (43) 43
90c05 (43) 43
linear programming (42) 42
variational-inequalities (42) 42
52a41 (41) 41
multipliers (41) 41
90c20 (40) 40
alternating direction method of multipliers (40) 40
geometry (40) 40
sets (40) 40
theorems (40) 40
appl.mathematics/computational methods of engineering (39) 39
49m27 (38) 38
descent (38) 38
economic models (38) 38
monotone-operators (38) 38
polynomials (38) 38
strong convergence (38) 38
49j52 (37) 37
machine learning (37) 37
mapping (37) 37
nonsmooth optimization (37) 37
49n15 (36) 36
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Journal Article
Journal of Optimization Theory and Applications, ISSN 0022-3239, 9/2015, Volume 166, Issue 3, pp. 968 - 982
We discuss here the convergence of the iterates of the “Fast Iterative Shrinkage/Thresholding Algorithm,” which is an algorithm proposed by Beck and Teboulle... 
Forward backward splitting | Inertial algorithms | Mathematics | Theory of Computation | 65Y20 | Optimization | Convergence | 65B99 | Calculus of Variations and Optimal Control; Optimization | 90C25 | Operations Research/Decision Theory | Applications of Mathematics | Engineering, general | First-order schemes
Journal Article
Numerische Mathematik, ISSN 0029-599X, 7/2015, Volume 130, Issue 3, pp. 567 - 577
This note proposes a novel approach to derive a worst-case $$O(1/k)$$ O ( 1 / k ) convergence rate measured by the iteration complexity in a non-ergodic sense... 
Mathematical Methods in Physics | 90C30 | 90C25 | Numerical Analysis | Theoretical, Mathematical and Computational Physics | Appl.Mathematics/Computational Methods of Engineering | Numerical and Computational Physics | Mathematics, general | Mathematics | MATHEMATICS, APPLIED | Yuan (China) | Methods
Journal Article
Journal of Optimization Theory and Applications, ISSN 0022-3239, 6/2016, Volume 169, Issue 3, pp. 1042 - 1068
Journal Article
Mathematical Programming Computation, ISSN 1867-2949, 6/2013, Volume 5, Issue 2, pp. 201 - 226
This paper develops Jellyfish, an algorithm for solving data-processing problems with matrix-valued decision variables regularized to have low rank. Particular... 
Multicore | Parallel computing | Mathematics of Computing | 90C25 | Operations Research/Decision Theory | Incremental gradient methods | 90C06 | Mathematics | Theory of Computation | 90C15 | Optimization | Matrix completion
Journal Article
Journal of Fourier Analysis and Applications, ISSN 1069-5869, 12/2013, Volume 19, Issue 6, pp. 1229 - 1254
Journal Article