Using Multiple Samples to Learn Mixture Models

Jason D Lee, Ran Gilad-Bachrach, Rich Caruana

In the mixture models problem it is assumed that there are $K$ distributions ${\theta }_1,\dots ,{\theta }_K$ and one gets to observe a sample from a mixture of these distributions with unknow…