Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting

Fukumizu, Kenji, Akaho, Shotaro, Amari, Shun-ichi

Dec-31-2003–Neural Information Processing Systems 

We show the existence of critical points as lines for the likelihood function of mixture-type models.