Simple and Sharp Generalization Bounds via Lifting

arXiv:2508.18682 · math.ST, stat.TH · Submitted 2025-08-26 · Read on arXiv

math.ST, stat.TH

Submitted: 2025-08-26

Updated: 2026-10-30

Terminology

• Generalization — 3× in this paper · explained in 14 episodes
• Generalization Bounds — 2× in this paper · explained in 2 episodes
• Information-Theoretic Framework — 1× in this paper · explained in 2 episodes

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