Character-level Language Model 구현을 통한 Counting과 Neural Network의 등가성 증명
My Notes: Makemore - Character Level Language Model
Model Complexity 제어를 통한 Overfitting 해결 및 Generalization 성능 확보 전략
Regularization in Machine Learning — How to Actually Prevent Overfitting (L1, L2, Dropout)
Optimization과 Regularization의 균형을 통한 Model Generalization 최적화 전략
Optimization vs Regularization — The Real Reason Your Model Overfits (and How to Fix It)