SSU vanishing gradients

  • What causes them?
  • How to initialize network just right?
  • which activation function can help and what other problem does it cause?

Xavier initialization

  • What is variance of equal to?
  • How to choose variance of weights?

Regularization

  • Name 5 regularization methods

MAP estimate