Detecting Signs of Model Change with Continuous Model Selection Based on Descriptive Dimensionality

Kenji Yamanishi, So Hirai

We address the issue of detecting changes of models that lie behind a data stream. The model refers to an integer-valued structural information such as the number of free parameter…