2nd/10_Wiki/Topics/AI_and_ML/Regularization-Techniques.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-techniques	Regularization Techniques	10_Wiki/Topics	duplicate	l1-and-l2-regularization	L1-and-L2-Regularization		A	0.9	redirected	duplicate regularization overfitting	2026-05-10	pending

Regularization Techniques

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

핵심 요약

• L1 (Lasso) 의 sparsity, L2 (Ridge) 의 weight shrinkage.
• 2026 LLM 의 dropout/weight-decay/early-stopping/data-aug 의 stack.

🔗 Graph

• 부모: L1-and-L2-Regularization (canonical)

🕓 변경 이력

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