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Linearized ADMM Converges to Second-Order Stationary Points for Non-Convex Problems.
Songtao Lu
Jason D. Lee
Meisam Razaviyayn
Mingyi Hong
Published in:
IEEE Trans. Signal Process. (2021)
Keyphrases
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stationary points
mathematical programming
karush kuhn tucker
nonlinear programming
alternating direction method of multipliers
higher order
optimization problems
fixed point
convex optimization
objective function
special case
combinatorial optimization
constrained optimization
convergence analysis