Accelerated Optimization for Machine Learning: First-Order Algorithms

Zhouchen Lin, Huan Li, Cong Fang ★ 2.5/5 · ItemOracle Score Premium

$132 USD
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Accelerated Optimization for Machine Learning: First-Order Algorithms

A book on first-order optimization methods for machine learning, detailing accelerated techniques. Provides insights from authors Zhouchen Lin, Huan Li, and Cong Fang. customer insight: none available

Highlights

  • first-order optimization focus
  • accelerated techniques
  • machine learning applications

Pros

  • focus on first-order methods
  • author expertise across multiple researchers
  • clear topic scope within data processing

Cons

  • customer insight unavailable
  • no features listed

Best For

  • academic study
  • machine learning research
  • optimization coursework
  • algorithm implementation
  • concept review

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