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Tensor Methods for Learning Latent Variable Models: Theory and Practice
Simons Institute for the Theory of Computing
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55:49
Tensor Decompositions for Learning Latent Variable Models I
Simons Institute for the Theory of Computing
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55:35
Tensor Decompositions for Estimating Latent Variable Models
Simons Institute for the Theory of Computing
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53:56
Learning Overcomplete Latent Variable Models through Tensor Power Method
Simons Institute for the Theory of Computing
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53:12
Tensor Decompositions for Learning Latent Variable Models II
Simons Institute for the Theory of Computing
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27:51
1:08:06
Tensor Decompositions for Learning Hidden Variable Models
Microsoft Research
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48:53
Spectral Algorithms for Learning Latent Variable Models
Simons Institute for the Theory of Computing
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30:10
Anima Anandkumar: Tensor methods for training neural networks
Anima Anandkumar
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1:01:06
3:01
Blind Regression: Nonparametric Regression for Latent Variable Models
Dogyoon Song
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1:23:54