Multi-task learning

Example: Predict if picture contains pedestrians, cars, stop signs as one output vector

Also works for NA features (if not all are present).

When to use:

  • Shared lower-level features
  • Amount of data for each task is similar (data could be helpful for other tasks)
  • Training a big enough network possible
  • data_mining/neural_network/multitask_learning.txt
  • Last modified: 2018/05/21 22:42
  • by phreazer