Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions.
Murad TukanLoay MualemAlaa MaaloufPublished in: CoRR (2022)
Keyphrases
- neural network
- pattern recognition
- search space
- artificial neural networks
- back propagation
- pruning method
- multi layer
- convex hull
- feed forward
- genetic algorithm
- neural nets
- convex optimization
- recurrent neural networks
- simplifying assumptions
- geometric structure
- three dimensional
- radial basis function
- fuzzy logic
- fuzzy systems
- geometric constraints
- piecewise linear
- multiscale
- tree pruning
- self organizing maps
- optimal solution
- network architecture
- convex sets
- pruning algorithm