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[G1-Sync] Manual knowledge update

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Antigravity Agent
2026-04-30 22:42:02 +09:00
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10_Wiki/Topics/L1-and-L2-Regularization.md
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id: ML-REG-001
category: "10_Wiki/💡 Topics/AI"
confidence_score: 1.0
tags: [machine-learning, regularization, l1-norm, l2-norm, overfitting, optimization]
tags: [machine-learning, [[Regularization]], l1-norm, l2-norm, [[Overfitting]], [[Optimization]]]
last_reinforced: 2026-04-26
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@@ -23,5 +23,5 @@ last_reinforced: 2026-04-26
- **정책 변화:** Antigravity 프로젝트의 핵심 추론 모델들은 학습 시 과도한 가중치 쏠림을 방지하기 위해 L2 정규화를 기본 적용하며, 희소한 지식 특징을 추출해야 하는 모듈에는 L1 정규화를 전략적으로 사용함.
## 🔗 지식 연결 (Graph)
- [[Supervised-Learning-Foundations]], [[Generalization-in-AI]], [[Hyperparameter-Optimization]], [[Loss-Functions-Foundations]]
- **Raw Source:** 10_Wiki/Topics/AI/L1-and-L2-Regularization.md
- [[Supervised-Learning-Foundations]], [[Generalization-in-AI]], [[Hyper[[Parameter]]-Optimization]], [[Loss-Functions-Foundations]]
- **Raw Source:** 10_Wiki/Topics/AI/L1-and-[[L2-Regularization]].md