Co-occurring keywords
model compression
(3283)
matrix factorization
(529)
low-rank approximation
(322)
dimensionality reduction
(720)
principal component analysis
(316)
unsupervised learning
(3255)
low-rank decomposition
(36)
singular value decomposition
(216)
robust principal component analysis
(62)
convex optimization
(1320)
Papers
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition
ICCV 2013
Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model
COLT 2012
Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders
NIPS 2012
CUR from a Sparse Optimization Viewpoint
NIPS 2010
Robust PCA via Outlier Pursuit
NIPS 2010
Probabilistic Matrix Factorization
NIPS 2007