2nd/10_Wiki/Topics/AI_and_ML/Regularization.md

id, title, category, status, canonical_id, duplicate_of, aliases, source_trust_level, confidence_score, verification_status, tags, last_reinforced, github_commit

id	title	category	status	canonical_id	duplicate_of	aliases	source_trust_level	confidence_score	verification_status	tags	last_reinforced	github_commit
wiki-2026-0508-regularization	Regularization	10_Wiki/Topics	duplicate	l1-and-l2-regularization	L1-and-L2-Regularization		A	0.9	redirected	duplicate regularization ml	2026-05-10	pending

Regularization

이 문서는 L1-and-L2-Regularization 의 중복본입니다. Canonical 문서로 redirect.

핵심 요약 (specialization aspects)

• "Regularization" 은 매 broader umbrella — L1/L2 (canonical) 외 dropout, weight decay (≡ L2 in SGD), label smoothing, mixup, early stopping 매 포함.
• 다른 specific strategies는 Dropout, Label-Smoothing, Mixup, Early-Stopping 매 separate node 참조.

🔗 Graph

• 부모: L1-and-L2-Regularization (canonical)
• Adjacent: Dropout · Label-Smoothing · Mixup · Early-Stopping · Weight-Decay

🕓 변경 이력

날짜	변경
2026-05-08	Phase 1
2026-05-10	중복 처리 — canonical 문서로 redirect