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New computational guarantees for solving convex optimization problems with first order methods, via a function growth condition measure.
Robert M. Freund
Haihao Lu
Published in:
Math. Program. (2018)
Keyphrases
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convex optimization problems
higher order
convex optimization
optimization problems
data mining
machine learning
image processing
object recognition
markov random field
sufficient conditions
learning problems