Convex and Network Flow Optimization for Structured Sparsity
Julien MairalRodolphe JenattonGuillaume ObozinskiFrancis R. BachPublished in: CoRR (2011)
Keyphrases
- network flow
- structured sparsity
- convex optimization problems
- optimization model
- convex optimization
- sparsity inducing
- optimization problems
- linear programming
- minimum cost
- integer programming
- primal dual
- convex programming
- efficient optimization
- optimization algorithm
- global optimization
- convex relaxation
- interior point methods
- group lasso
- optimization process
- learning problems
- statistical learning
- optimization methods
- combinatorial optimization