Pruning Deep Neural Networks with $\ell_{0}$-constrained Optimization.
Dzung T. PhanLam M. NguyenNam H. NguyenJayant R. KalagnanamPublished in: ICDM (2020)
Keyphrases
- constrained optimization
- neural network
- objective function
- constrained optimization problems
- unconstrained optimization
- constraint handling
- evolutionary strategy
- penalty function
- augmented lagrangian
- back propagation
- sparse representation
- search space
- artificial neural networks
- fuzzy logic
- lagrange multipliers
- interval analysis
- genetic algorithm
- inequality constraints
- closed form
- closed form solutions
- training algorithm
- penalty functions
- linear programming