受講者1名です。マンツーマンの講義はちょっと辛いです。
1.5 Decision Theory
- minimizing the misclassification rate
- minimizing the expected loss
- advantages of computing the prior
- loss functions for regression
1.6 Information Theory
- Information entropy
- Principles of maximum entropy
- Kullback-Leibler divergence
- Jensen's inequality