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HZO Speeds Zeroth-Order Optimization

HZO Speeds Zeroth-Order Optimization
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πŸ“„Read original on ArXiv AI

⚑ 30-Second TL;DR

What Changed

Divide-and-conquer on depth dimension

Why It Matters

Enables ZO for deep nets in non-differentiable settings. Biologically plausible alternative to backprop.

What To Do Next

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Who should care:Researchers & Academics

Key Points

  • β€’Divide-and-conquer on depth dimension
  • β€’Near-unitary Lipschitz stability
  • β€’Competitive with gradient-based methods
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