Sparse Optimization
416 papers
Papers per year
7
5
13
13
22
21
29
31
32
30
19
20
28
19
29
20
14
18
30
14
2
'10
'15
'20
'25
Papers
Resolution Limits of Sparse Coding in High Dimensions
NeurIPS 2008
Sparse Signal Recovery Using Markov Random Fields
NeurIPS 2008
Spectral Clustering with Perturbed Data
NeurIPS 2008
Supervised Dictionary Learning
NeurIPS 2008
A Unified Near-Optimal Estimator For Dimension Reduction in l_α (0<α≤ 2) Using Stable Random Projections
NeurIPS 2007
Blind channel identification for speech dereverberation using l1-norm sparse learning
NeurIPS 2007
Catching Change-points with Lasso
NeurIPS 2007
Compressed Regression
NeurIPS 2007
SpAM: Sparse Additive Models
NeurIPS 2007
Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data
NeurIPS 2006
Efficient sparse coding algorithms
NeurIPS 2006
High-Dimensional Graphical Model Selection Using ℓ_1-Regularized Logistic Regression
NeurIPS 2006
Implicit Surfaces with Globally Regularised and Compactly Supported Basis Functions
NeurIPS 2006
Large-Scale Sparsified Manifold Regularization
NeurIPS 2006
Nonnegative Sparse PCA
NeurIPS 2006
Sparse Representation for Signal Classification
NeurIPS 2006