Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization.
Lei DengYujie WuYifan HuLing LiangGuoqi LiXing HuYufei DingPeng LiYuan XiePublished in: CoRR (2019)
Keyphrases
- augmented lagrangian method
- alternating direction method of multipliers
- nearest neighbor
- data compression
- convex optimization
- global optimization
- total variation
- image compression
- image restoration and reconstruction
- human activities
- genetic algorithm
- optimization algorithm
- kernel machines
- global convergence
- norm minimization
- optimization problems
- compression algorithm
- stochastic gradient descent
- constrained minimization