www-ai.cs.tu-dortmund.de/LEHRE/SEMINARE/WS2122/TrustworthyAIMachineLearning/rueping2005d.pdf
Section 3 gives an introduction to the in- formation bottleneck method, which will be used later. Section 4 describes the problem of learning local mod- els and its connection to learning with multiple views [...] P (v|w,c)
The probabilities P (v|u, w), P (w|u) and P (u) have to be given to the learner as input.
4. Local Models and Multiple Views
Local pattern or subgroup detection (Hand, 2002) is defined as the [...] in which features to use, as it is not meant to be under- standable, but only to increase accuracy.
4.1. Optimizing the Global and Local Models
Selecting a subset of features for the global model is a well …
