Chapter 14 - Learning Theory
Chapter 14 - Learning Theory
Ambuj Tewari,Peter L. Bartlett
2014 · DOI: 10.1016/B978-0-12-396502-8.00014-0
3 Citations
TLDR
An overview of learning theory including its statistical and computational aspects is presented, giving a probabilistic formulation of learning problems including classification and regression where the learner knows nothing about the probability distribution generating the data.