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Nearly Optimal First-Order Methods for Convex Optimization under Gradient Norm Measure: an Adaptive Regularization Approach.
Masaru Ito
Mituhiro Fukuda
Published in:
J. Optim. Theory Appl. (2021)
Keyphrases
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convex optimization
norm minimization
convex optimization problems
higher order
inverse problems
norm regularization
regularization methods
group lasso
objective function
convex relaxation
interior point methods
gradient method
convex formulation