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The Stabilizing Power of Batch Normalization

this year medium (<1 hr) | Optimization Batch Normalization Deep Learning

Batch Normalization (BatchNorm) is a crucial technique for stabilizing and accelerating deep neural network training. 1. **Normalization Step**: Given a mini-batch of activations $X = \{x_1, x_2,...