Learning outside the Black-Box: The pursuit of interpretable models.

Jonathan Crabbé Yao Zhang William R. Zame Mihaela van der Schaar

Published in: NeurIPS (2020)

Keyphrases

black box
learning process
prior knowledge
black boxes
learning algorithm
probabilistic model
learned models
structured prediction
accurate models
supervised learning
learning tasks
hidden variables
reinforcement learning
knowledge management
online learning
incremental learning