Reasoning for Learning
Use reasoning to bootstrap learning
n Learn even when we never find out everything
n Substantial improvement in learned models
“Lifelong” learning, from any data obtained
Learn as a natural byproduct of reasoning
Discover new concepts in data …
[Dempster, Laird & Rubin; Lauritzen; Friedman)