Optimization with Sparsity-Inducing Penalties

Optimization with Sparsity-Inducing Penalties


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Product Details

ISBN-13: 9781601985101
Publisher: Now Publishers
Publication date: 01/11/2012
Pages: 124
Product dimensions: 6.14(w) x 9.21(h) x 0.26(d)

Table of Contents

1: Introduction 2: Generic Methods 3: Proximal Methods 4: (Block) Coordinate Descent Algorithms 5: Reweighted-?2 Algorithms 6: Working-Set and Homotopy Methods 7: Sparsity and Nonconvex Optimization 8: Quantitative Evaluation 9: Extensions 10: Conclusions. Acknowledgements. References

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