Training Auto-encoders Effectively via Eliminating Task-irrelevant Input Variables

Hui Shen, Dehua Li, Hong Wu +1

Auto-encoders are often used as building blocks of deep network classifier to learn feature extractors, but task-irrelevant information in the input data may lead to bad extractors…