---
id: wiki-2026-0508-regularization-techniques
title: Regularization Techniques
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, overfitting]
last_reinforced: 2026-05-10
github_commit: 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 |