Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset.
Ilan PriceJared TannerPublished in: ICML (2021)
Keyphrases
- sparse representation
- high dimensional
- dense stereo
- sparse data
- feature extraction
- feature space
- dense optical flow
- low dimensional
- high dimensional data
- image set
- complex networks
- subspace learning
- basis vectors
- network analysis
- dimensionality reduction
- principal component analysis
- rank minimization
- densely connected
- elastic net
- regularized regression
- computer networks
- compressed sensing
- lower dimensional
- random projections
- data sets
- network structure
- signal processing
- face recognition
- neural network