A Simple Explanation of A Spectral Algorithm for Learning Hidden Markov Models

A simple linear algebraic explanation of the algorithm in"A Spectral Algorithm for Learning Hidden Markov Models"(COLT 2009). Most of the content is in Figure 2; the text just makes everything precise in four nearly-trivial claims.

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