Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks.
Farkhondeh KiaeeChristian GagnéMahdieh AbbasiPublished in: CoRR (2016)
Keyphrases
- convolutional neural networks
- alternating direction method of multipliers
- convex optimization
- basis pursuit
- convolutional network
- total variation
- high dimensional
- sparse coding
- sparse representation
- compressed sensing
- matrix completion
- denoising
- multiresolution
- multistage
- theoretical guarantees
- text categorization
- signal processing