Algorithms for Sparsity-Constrained Optimization (Springer Theses)

Algorithms for Sparsity-Constrained Optimization (Springer Theses)

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  • 製本 Paperback:紙装版/ペーパーバック版／ページ数 107 p.
  • 商品コード 9783319377193

Full Description

This thesis demonstrates techniques that provide faster and more accurate solutions to a variety of problems in machine learning and signal processing. The author proposes a "greedy" algorithm, deriving sparse solutions with guarantees of optimality.

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