Convex Geometry and Duality of Over-parameterized Neural Networks.
Tolga ErgenMert PilanciPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- neural network
- convex optimization
- pattern recognition
- artificial neural networks
- globally optimal
- linear programming
- genetic algorithm
- back propagation
- feed forward
- multilayer perceptron
- rule extraction
- piecewise linear
- training process
- neural nets
- convex hull
- fuzzy logic
- three dimensional
- recurrent neural networks
- fuzzy systems
- image processing
- activation function
- learning algorithm
- geometric information
- convex relaxation
- hopfield neural network