Convex Geometry and Duality of Over-parameterized Neural Networks.
Tolga ErgenMert PilanciPublished in: CoRR (2020)
Keyphrases
- neural network
- linear programming
- fuzzy logic
- three dimensional
- pattern recognition
- artificial neural networks
- convex hull
- back propagation
- multilayer perceptron
- multi layer
- geometric information
- convex optimization
- neural nets
- risk minimization
- convex relaxation
- recurrent neural networks
- convex programming
- dual formulation
- rule extraction
- convex sets
- piecewise linear
- geometric structure
- neural network model
- radial basis function
- fault diagnosis
- optimal solution
- machine learning