Provable Tensor Methods for Learning Mixtures of Generalized Linear
Models

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Provable Tensor Methods for Learning Mixtures of Generalized Linear Models

9 December 2014

Anima Anandkumar

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Papers citing "Provable Tensor Methods for Learning Mixtures of Generalized Linear Models"

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Title
Score Function Features for Discriminative Learning Majid Janzamin Hanie Sedghi Anima Anandkumar 82 43 0 19 Dec 2014
Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank- $1$ Updates Anima Anandkumar Rong Ge Majid Janzamin 125 131 0 21 Feb 2014
Nonparametric Estimation of Multi-View Latent Variable Models Le Song Anima Anandkumar Bo Dai Bo Xie 58 44 0 13 Nov 2013
What Regularized Auto-Encoders Learn from the Data Generating Distribution Guillaume Alain Yoshua Bengio OOD DRL 70 503 0 18 Nov 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 435 1,145 0 29 Oct 2012
Bayesian Hierarchical Mixtures of Experts Charles M. Bishop M. Svensén 81 167 0 19 Oct 2012
Provable ICA with Unknown Gaussian Noise, and Implications for Gaussian Mixtures and Autoencoders Sanjeev Arora Rong Ge Ankur Moitra Sushant Sachdeva 143 86 0 23 Jun 2012
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression Sham Kakade Adam Tauman Kalai Varun Kanade Ohad Shamir 194 179 0 11 Apr 2011