Estimation and Learning of generation model

11th-October-2020

For estimation, use conditional probability of hidden layer when input is given

Benefits of generated models

1. Input data itself can be generated from models - easy to visualize learning results of hidden layers.

2. You can discuss everything in a statistical framework - systematically ask for methods such as inference and parameter learning