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Neural Information Processing Systems 

First provide a summary of the paper, and then address the following criteria: Quality, clarity, originality and significance. The key advancement in the model is the concept of subpopulation. For fitting the model, they propose sophisticated initialization procedures and compares methods. In other words, why is the matrix A not block diagonal? Wouldn't it allow any mixture factor model to be represented as well?