Conditional gradient algorithms for norm-regularized smooth convex optimization.

Zaïd Harchaoui Anatoli B. Juditsky Arkadi Nemirovski

Published in: Math. Program. (2015)

Keyphrases

convex optimization
convex optimization problems
norm minimization
trace norm
learning algorithm
computational complexity
least squares
interior point
total variation
low rank
group lasso
computer vision
optimization problems
optimization methods