Three Homoscedastic Gaussian Components Have at Most Four Modes

Rintaro Okahara, Kei Kobayashi

Gaussian mixtures can have more modes than components. For three Gaussian components with a common covariance, four modes are attainable, whereas the best general upper bound was e…