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initialization

Explore machine learning concepts related to initialization. Clear explanations and practical insights.

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Concepts Related to initialization

January 31, 2025

He/Kaiming Initialization

Learn He (Kaiming) initialization for ReLU neural networks: understand why ReLU needs special weight initialization, visualize variance flow, and see dead neurons in action.

deep-learning initialization relu training neural-networks

7 min readConcept

January 31, 2025

Xavier/Glorot Initialization

Learn Xavier (Glorot) initialization: how it balances forward signals and backward gradients to enable stable deep network training with tanh and sigmoid.

deep-learning initialization training neural-networks

8 min readConcept