OptNet: Differentiable Optimization as a Layer in Neural Networks.
Brandon AmosJ. Zico KolterPublished in: ICML (2017)
Keyphrases
- neural network
- multi layer
- optimization problems
- optimization algorithm
- single layer
- artificial neural networks
- application layer
- objective function
- recurrent neural networks
- global optimization
- highly non linear
- fuzzy systems
- neural network model
- optimization method
- back propagation
- evolutionary algorithm
- pattern recognition
- loss function
- fuzzy logic
- multilayer perceptron
- associative memory
- expert systems
- rule extraction
- feed forward neural networks
- genetic algorithm
- discrete optimization
- data mining
- real time