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Preview of How Sgd Works

How Sgd Works

Korean This item is in Korean.

확률적 경사 하강법(SGD)은 어떻게 전부 보지 않고 내려가는가 — 미니배치 기울기가 왜 불편 추정량인지, 노이즈가 왜 1/√B로만 줄어드는지, 같은 계산 예산에서 GD와의 승부, 지역 최솟값 탈출, 노이즈 볼과 Robbins-Monro 조건을 브라우저에서 직접 실험하는 인터랙티브 교육 자료

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