Change Point Detection by Cross-Entropy Maximization

Aurélien Serre, Didier Chételat, Andrea Lodi

Many offline unsupervised change point detection algorithms rely on minimizing a penalized sum of segment-wise costs. We extend this framework by proposing to minimize a sum of dis…