Year  Title  Author 
2017

Constrained Lowrank Matrix Estimation: Phase Transitions, Approximate Message Passing and Applications 
T Lesieur, F Krzakala, L Zdeborová

2017

Comparison of collaborative deep learning and nonnegative matrix factorization for recommender systems 
M Öggretir, AT Cemgil

2017

Single image superresolution via selfsimilarity and lowrank matrix recovery 
H Wang, J Li, Z Dong

2017

Deep Bayesian Matrix Factorization 
SP Chatzis

2017

Deep learning and nonnegative matrix factorization in recognition of mammograms 
B Swiderski, J Kurek, S Osowski, M Kruk, W Barhoumi

2017

Stable recovery of the factors from a deep matrix product and application to convolutional network 
F Malgouyres, J Landsberg

2017

Graph Convolutional Matrix Completion 
R Berg, TN Kipf, M Welling

2017

Unsupervised Generative Modeling Using Matrix Product States 
ZY Han, J Wang, H Fan, L Wang, P Zhang

2017

Vectorizable Design and Implementation of Matrix Multiplication on Vector Processor 
J Zhang, Y Guo, X Hu

2017

Hybrid DeepSemantic Matrix Factorization for TagAware Personalized Recommendation 
Z Xu, C Chen, T Lukasiewicz, Y Miao

2017

Investigating the learning dynamics of deep neural networks using random matrix theory 
J Pennington, S Schoenholz, S Ganguli

2017

NewtonGauss curvature matrix based cDBN for online edible fungus drying prediction model 
G Jun

2017

Stable recovery of the factors from a deep matrix product and application to convolutional networks. Focus on sparsity constraints 
F Malgouyres, J Landsberg

2017

Improving the Performance of Fully Connected Neural Networks by OutofPlace Matrix Transpose 
S Shi, P Xu, X Chu

2017

Sparse Deep Nonnegative Matrix Factorization 
Z Guo, S Zhang

2017

Traffic Matrix Prediction and Estimation Based on Deep Learning for Data Center Networks 
L Nie, D Jiang, L Guo, S Yu, H Song

2017

Parallel Multi Channel Convolution using General Matrix Multiplication 
A Vasudevan, A Anderson, D Gregg

2017

Sustainable Matrix Element Method through Deep Learning 
M Neubauer

2017

Anomalytolerant Traffic Matrix Estimation via Prior Information Guided Matrix Completion 
W Ye, L Chen, G Yang, H Dai, F Xiao

2017

Deep Learning based Matrix Completion 
J Fan, T Chow

2016

Inferring Sentiment from Web Images with Joint Inference on Visual and Social Cues: A Regulated Matrix Factorization Approach 
YWYHS Kambhampati, B Li

2016

Matrix Neural Networks 
J Gao, Y Guo, Z Wang

2016

Deep Action Classification via Matrix Completion 
S Bomma, NM Robertson

2016

Prediction of residueresidue contact matrix for proteinprotein interaction with Fisher score features and deep learning 
T Du, L Liao, C Wu, B Sun

2016

A Kroneckerfactored approximate Fisher matrix for convolution layers 
R Grosse, J Martens

2016

3D Human Pose Estimation from a Single Image via Distance Matrix Regression 
F Moreno

2016

Advances in MultiView Matrix Factorizations 
Y Li

2016

A Riemannian Network for SPD Matrix Learning 
Z Huang, L Van Gool

2016

Traffic Matrix Prediction and Estimation Based on Deep Learning in Largescale IP Backbone Networks 
L Nie, D Jiang, L Guo, S Yu

2016

Nonlinear nonnegative matrix factorization using deep learning 
H Zhang, H Liu, R Song, F Sun

2016

Approximate Projection Expression of Nonlinear Artificial Intelligent Systems Based on Matrix Operator Polynomial Approximations 
K Yuichi, K Takuro

2016

Convolutional Matrix Factorization for Document ContextAware Recommendation 
D Kim, C Park, J Oh, S Lee, H Yu

2016

Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors 
C Louizos, M Welling

2016

Gene expression prediction using lowrank matrix completion 
A Kapur, K Marwah, G Alterovitz

2016

Network Classification Using Adjacency Matrix Embeddings and Deep Learning 
K Wu, P Watters, M Magdon

2016

LIBXSMM: accelerating small matrix multiplications by runtime code generation 
A Heinecke, G Henry, M Hutchinson, H Pabst

2016

Deep Matrix Factorization for Recommendation 
M van Baalen

2015

Tumblr Blog Recommendation with Boosted Inductive Matrix Completion 
D Shin, S Cetintas, KC Lee, IS Dhillon

2015

Cattle Race Classification Using Gray Level Cooccurrence Matrix Convolutional Neural Networks 
MM Santoni, DI Sensuse, AM Arymurthy, MI Fanany

2015

Matrix Backpropagation for Deep Networks with Structured Layers 
C Ionescu, O Vantzos, C Sminchisescu

2015

Training Deep Networks with Structured Layers by Matrix Backpropagation 
C Ionescu, O Vantzos, C Sminchisescu

2015

Mathematical Characterization of Sophisticated Variants for Relevance Learning in Learning Matrix Quantization Based on Schattenpnorms 
A Bohnsack, K Domaschke, M Kaden, M Lange

2015

Joint Image Clustering and Labeling by Matrix Factorization 
S Hong, J Choi, J Feyereisl, B Han, LS Davis

2015

The Ghost Matrix 
C Penna

2015

Hierachical Feature Extraction by Multilayer Nonnegative Matrix Factorization Network for Classification Task 
HA Song, BK Kim, TL Xuan, SY Lee

2015

Scaling Up Natural Gradient by Sparsely Factorizing the Inverse Fisher Matrix 
RB Grosse, T EDU, R Salakhutdinov

2015

Feature Learning for Classifying Drum Components from Nonnegative Matrix Factorization 
M Leimeister

2015

A deep matrix factorization method for learning attribute representations 
G Trigeorgis, K Bousmalis, S Zafeiriou, BW Schuller

2014

Supervised nonnegative matrix factorization for audio source separation 
P Sprechmann, AM Bronstein, G Sapiro

2014

Score Function Features for Discriminative Learning: Matrix and Tensor Framework 
M Janzamin, H Sedghi, A Anandkumar

2014

SoF: SoftCluster Matrix Factorization for Probabilistic Clustering 
H Zhao, P Poupart, Y Zhang, M Lysy

2014

Matrix and Tensor Features for Discriminative Learning 
M Janzamin, H Sedghi, A Anandkumar
