Statistical and Computational Guarantees for Learning Latent Variable Models
<p> Latent variable models are widely used to capture the underlying structures of the data, for example, Gaussian mixture models for speech recognition, stochastic block models for community detection and topic models for information retrieval. While alternative minimization based algorithms...
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| Language: | EN |
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Yale University
2018
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| Online Access: | http://pqdtopen.proquest.com/#viewpdf?dispub=10783452 |