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Sparse-BSOS: a bounded degree SOS hierarchy for large scale polynomial optimization with sparsity.
Tillmann Weißer
Jean B. Lasserre
Kim-Chuan Toh
Published in:
Math. Program. Comput. (2018)
Keyphrases
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bounded degree
sparse representation
high dimensional
graph theoretic
optimization problems
sparsity constraints
basis pursuit
compressive sensing
sparse pca
mixed norm
image classification
sparse approximation
group lasso
compressive sampling
orthogonal matching pursuit
compressed sensing
simulated annealing