Fast Convex Pruning of Deep Neural Networks.
Alireza AghasiAfshin AbdiJustin RombergPublished in: CoRR (2018)
Keyphrases
- neural network
- search space
- pattern recognition
- feed forward
- neural nets
- pruning method
- piecewise linear
- network architecture
- globally optimal
- convex optimization
- self organizing maps
- fuzzy logic
- genetic algorithm
- convex hull
- back propagation
- effective pruning
- convex programming
- convexity properties
- pruning algorithm
- pruning methods
- convex constraints
- constrained minimization
- data sets
- convex relaxation
- feedforward neural networks
- convex sets
- learning rules
- training process
- multilayer perceptron
- neural network model
- computational intelligence
- machine learning