Provable Methods for Training Neural Networks with Sparse Connectivity

8 December 2014

Papers citing "Provable Methods for Training Neural Networks with Sparse Connectivity"

11 / 11 papers shown

Title
Sparse Activity and Sparse Connectivity in Supervised Learning Markus Thom G. Palm 85 49 0 28 Mar 2016
Dictionary Learning with Few Samples and Matrix Concentration K. Luh V. Vu 29 17 0 30 Mar 2015
Score Function Features for Discriminative Learning Majid Janzamin Hanie Sedghi Anima Anandkumar 53 43 0 19 Dec 2014
Provable Tensor Methods for Learning Mixtures of Generalized Linear Models Hanie Sedghi Majid Janzamin Anima Anandkumar 66 15 0 09 Dec 2014
Clustering via Mode Seeking by Direct Estimation of the Gradient of a Log-Density Hiroaki Sasaki Aapo Hyvarinen Masashi Sugiyama 35 45 0 20 Apr 2014
Low-Rank Approximations for Conditional Feedforward Computation in Deep Neural Networks Andrew S. Davis I. Arel 59 78 0 16 Dec 2013
Learning Mixtures of Linear Classifiers Yuekai Sun Stratis Ioannidis Andrea Montanari 44 22 0 11 Nov 2013
Provable Bounds for Learning Some Deep Representations Sanjeev Arora Aditya Bhaskara Rong Ge Tengyu Ma BDL 54 333 0 23 Oct 2013
What Regularized Auto-Encoders Learn from the Data Generating Distribution Guillaume Alain Yoshua Bengio OOD DRL 39 500 0 18 Nov 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 240 1,142 0 29 Oct 2012
Learning Topic Models and Latent Bayesian Networks Under Expansion Constraints Anima Anandkumar Daniel J. Hsu Adel Javanmard Sham Kakade 122 8 0 24 Sep 2012