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A Method of Moments for Mixture Models and Hidden Markov Models.

, , and . COLT, volume 23 of JMLR Proceedings, page 33.1-33.34. JMLR.org, (2012)

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Greedy bi-criteria approximations for k-medians and k-means., and . CoRR, (2016)On-Line Estimation with the Multivariate Gaussian Distribution., and . COLT, volume 4539 of Lecture Notes in Computer Science, page 278-292. Springer, (2007)A Method of Moments for Mixture Models and Hidden Markov Models., , and . COLT, volume 23 of JMLR Proceedings, page 33.1-33.34. JMLR.org, (2012)Learning Linear Bayesian Networks with Latent Variables., , , and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 249-257. JMLR.org, (2013)A Tensor Spectral Approach to Learning Mixed Membership Community Models., , , and . COLT, volume 30 of JMLR Workshop and Conference Proceedings, page 867-881. JMLR.org, (2013)Spectral Methods for Learning Multivariate Latent Tree Structure., , , , , and . NIPS, page 2025-2033. (2011)Leveraged volume sampling for linear regression., , and . NeurIPS, page 2510-2519. (2018)Bayesian decision-making under misspecified priors with applications to meta-learning., , , , , , and . NeurIPS, page 26382-26394. (2021)Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate., , and . NeurIPS, page 2306-2317. (2018)Near-Optimal Statistical Query Lower Bounds for Agnostically Learning Intersections of Halfspaces with Gaussian Marginals., , , and . COLT, volume 178 of Proceedings of Machine Learning Research, page 283-312. PMLR, (2022)