---
id: wiki-2026-0508-regularization
title: Regularization
category: 10_Wiki/Topics
status: duplicate
canonical_id: l1-and-l2-regularization
duplicate_of: "[[L1-and-L2-Regularization]]"
aliases: []
source_trust_level: A
confidence_score: 0.9
verification_status: redirected
tags: [duplicate, regularization, ml]
last_reinforced: 2026-05-10
github_commit: 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: [[Label-Smoothing]] · [[Mixup]] · [[Weight-Decay]]

## 🕓 변경 이력
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | 중복 처리 — canonical 문서로 redirect |