Probably Approximately Correct Explanations of Machine Learning Models via Syntax-Guided Synthesis.

Daniel Neider Bishwamittra Ghosh

Published in: CoRR (2020)

Keyphrases

machine learning models
machine learning approaches
machine learning algorithms
spam filtering
pac learning
random sampling
machine learning
learning models
predictive model
sample complexity
decision trees
reinforcement learning
higher order
learning problems
uniform distribution