Provable Bounds for Learning Some Deep Representations

23 October 2013

Papers citing "Provable Bounds for Learning Some Deep Representations"

9 / 9 papers shown

Title
Nonparametric Learning of Two-Layer ReLU Residual Units Zhunxuan Wang Linyun He Chunchuan Lyu Shay B. Cohen MLT OffRL 110 1 0 17 Aug 2020
New Algorithms for Learning Incoherent and Overcomplete Dictionaries Sanjeev Arora Rong Ge Ankur Moitra 58 205 0 28 Aug 2013
Learning mixtures of spherical Gaussians: moment methods and spectral decompositions Daniel J. Hsu Sham Kakade 107 324 0 25 Jun 2012
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 184 12,384 0 24 Jun 2012
A Spectral Algorithm for Latent Dirichlet Allocation Anima Anandkumar Dean Phillips Foster Daniel J. Hsu Sham Kakade Yi-Kai Liu 132 300 0 30 Apr 2012
Learning Topic Models - Going beyond SVD Sanjeev Arora Rong Ge Ankur Moitra 129 432 0 09 Apr 2012
Settling the Polynomial Learnability of Mixtures of Gaussians Ankur Moitra Gregory Valiant 137 341 0 23 Apr 2010
The Noise-Sensitivity Phase Transition in Compressed Sensing D. Donoho A. Maleki Andrea Montanari 82 382 0 08 Apr 2010
A Spectral Algorithm for Learning Hidden Markov Models Daniel J. Hsu Sham Kakade Tong Zhang 141 309 0 26 Nov 2008