Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee.
Alireza AghasiAfshin AbdiNam NguyenJustin RombergPublished in: NIPS (2017)
Keyphrases
- neural network
- convex optimization
- search space
- pattern recognition
- genetic algorithm
- artificial neural networks
- back propagation
- recurrent neural networks
- activation function
- training process
- fuzzy systems
- multi layer
- multilayer perceptron
- convex hull
- self organizing maps
- fault diagnosis
- competitive learning
- data sets
- convex sets
- convex constraints
- globally optimal
- neural network model
- sufficient conditions