Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms
Author:
Affiliation:
1. School of Mathematical SciencesMonash University Melbourne Australia
2. School of Mathematics and PhysicsUniversity of Queensland Brisbane Australia
3. Department of Applied MathematicsUniversity of Waterloo Waterloo Canada
Publisher
Wiley
Subject
Applied Mathematics,Algebra and Number Theory
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/nla.2297
Reference38 articles.
1. A method of solving a convex programming problem with convergence rate O(1/k 2);Nesterov Y;Soviet Math Doklady,1983
2. Accelerated gradient methods for nonconvex nonlinear and stochastic programming
3. Fast Alternating Direction Optimization Methods
4. Tensor Decompositions and Applications
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