Conditional Gradient Methods From Core Principles to AI Applications

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Conditional Gradient Methods From Core Principles to AI Applications

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Conditional Gradient Methods From Core Principles to AI Applications

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Conditional Gradient Methods From Core Principles to AI Applications

Blends solid theoretical foundations with practical insight the work demystifies projection-free optimization through the Frank-Wolfe method and its adaptive variants. This book tackles constrained challenges in machine learning signal processing and large-scale data supported by rigorous proofs and clear illustrations.
  • Fruugo ID: 506494626-1036390443
  • ISBN: 9781611978551
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