Considerations when learning additive explanations for black-box models.

Sarah Tan Giles Hooker Paul Koch Albert Gordo Rich Caruana

Published in: Mach. Learn. (2023)

Keyphrases

black box
learning process
learning algorithm
black boxes
learning models
probabilistic model
accurate models
prior knowledge
online learning
meta learning
bayesian networks
supervised learning
test cases
learning tasks
structured prediction
generating explanations