Score Function Features for Discriminative Learning

19 December 2014

Papers citing "Score Function Features for Discriminative Learning"

22 / 22 papers shown

Title
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching Anru R. Zhang Yuetian Luo Garvesh Raskutti M. Yuan 129 44 0 09 Nov 2019
Provable Tensor Methods for Learning Mixtures of Generalized Linear Models Hanie Sedghi Majid Janzamin Anima Anandkumar 68 15 0 09 Dec 2014
Provable Methods for Training Neural Networks with Sparse Connectivity Hanie Sedghi Anima Anandkumar 57 64 0 08 Dec 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 154 8,309 0 06 Nov 2014
Sample Complexity Analysis for Learning Overcomplete Latent Variable Models through Tensor Methods Anima Anandkumar Rong Ge Majid Janzamin 111 5 0 03 Aug 2014
Clustering via Mode Seeking by Direct Estimation of the Gradient of a Log-Density Hiroaki Sasaki Aapo Hyvarinen Masashi Sugiyama 45 45 0 20 Apr 2014
Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank- $1$ Updates Anima Anandkumar Rong Ge Majid Janzamin 107 131 0 21 Feb 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 135 4,999 0 21 Dec 2013
Nonparametric Estimation of Multi-View Latent Variable Models Le Song Anima Anandkumar Bo Dai Bo Xie 43 44 0 13 Nov 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 329 15,825 0 12 Nov 2013
Provable Bounds for Learning Some Deep Representations Sanjeev Arora Aditya Bhaskara Rong Ge Tengyu Ma BDL 70 335 0 23 Oct 2013
Discriminative Features via Generalized Eigenvectors Nikos Karampatziakis Paul Mineiro 72 34 0 07 Oct 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 160 4,946 0 06 Oct 2013
New Algorithms for Learning Incoherent and Overcomplete Dictionaries Sanjeev Arora Rong Ge Ankur Moitra 60 205 0 28 Aug 2013
Parametric Stein operators and variance bounds Christophe Ley Yvik Swan 41 23 0 22 May 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 106 1,467 0 16 Jan 2013
Efficient Learning of Domain-invariant Image Representations Judy Hoffman E. Rodner Jeff Donahue Trevor Darrell Kate Saenko OOD 66 295 0 15 Jan 2013
What Regularized Auto-Encoders Learn from the Data Generating Distribution Guillaume Alain Yoshua Bengio OOD DRL 54 500 0 18 Nov 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 273 1,142 0 29 Oct 2012
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 184 12,384 0 24 Jun 2012
Interpretation and Generalization of Score Matching Siwei Lyu 75 143 0 09 May 2012
Supervised Dictionary Learning Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro Andrew Zisserman 70 1,185 0 18 Sep 2008