7.5 深度阅读材料

7.5.1 LSI

Fast and Faster: A Comparison of Two Streamed Matrix Decomposition Algorithms https://nlp.fi.muni.cz/~xrehurek/nips/rehurek_nips.pdf

7.5.2 LDA

“Latent Dirichlet Allocation” D. Blei, A. Ng, M. Jordan, 2003 https://www.cs.princeton.edu/~blei/papers/BleiNgJordan2003.pdf

Online Learning for Latent Dirichlet Allocation https://www.cs.princeton.edu/~blei/papers/HoffmanBleiBach2010b.pdf

“Stochastic Variational Inference” M. Hoffman, D. Blei, C. Wang, J. Paisley, 2013 http://www.columbia.edu/~jwp2128/Papers/HoffmanBleiWangPaisley2013.pdf

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