Statistical and Computational Guarantees for the Baum-Welch Algorithm

27 December 2015

Papers citing "Statistical and Computational Guarantees for the Baum-Welch Algorithm"

8 / 8 papers shown

Title
Regularized EM Algorithms: A Unified Framework and Statistical Guarantees Xinyang Yi Constantine Caramanis 50 81 0 27 Nov 2015
High Dimensional Expectation-Maximization Algorithm: Statistical Optimization and Asymptotic Normality Zhaoran Wang Quanquan Gu Y. Ning Han Liu 144 53 0 30 Dec 2014
Statistical guarantees for the EM algorithm: From population to sample-based analysis Sivaraman Balakrishnan Martin J. Wainwright Bin Yu 300 478 0 09 Aug 2014
Spectral Experts for Estimating Mixtures of Linear Regressions Arun Tejasvi Chaganty Percy Liang 112 142 0 17 Jun 2013
On learning parametric-output HMMs A. Kontorovich B. Nadler Roi Weiss 57 37 0 25 Feb 2013
Learning mixtures of spherical Gaussians: moment methods and spectral decompositions Daniel J. Hsu Sham Kakade 212 324 0 25 Jun 2012
Settling the Polynomial Learnability of Mixtures of Gaussians Ankur Moitra Gregory Valiant 235 342 0 23 Apr 2010
Reduced-Rank Hidden Markov Models S. Siddiqi Byron Boots Geoffrey J. Gordon BDL 208 136 0 06 Oct 2009