Spectral M-estimation with Applications to Hidden Markov Models

Dustin Tran, Minjae Kim, Finale Doshi-Velez

Method of moment estimators exhibit appealing statistical properties, such as asymptotic unbiasedness, for nonconvex problems. However, they typically require a large number of sam…