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Convex Relaxations of Integral Variational Problems: Pointwise Dual Relaxation and Sum-of-Squares Optimization.
Alexander Chernyavsky
Jason J. Bramburger
Giovanni Fantuzzi
David Goluskin
Published in:
SIAM J. Optim. (2023)
Keyphrases
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convex relaxation
pointwise
convex optimization
globally optimal
multi label
optimization problems
optimization methods
multistage
multiple kernel learning
graphical models
weighted sum
data sets
machine learning
optimal solution
sample size