When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks.
Haihang WuWei WangTamasha MalepathiranaDamith A. SenanayakeDenny OetomoSaman K. HalgamugePublished in: AAAI (2024)
Keyphrases
- neural network
- multi layer
- multiple layers
- pattern recognition
- single layer
- fuzzy logic
- back propagation
- optimal policy
- risk assessment
- neural nets
- decision making
- genetic algorithm
- artificial neural networks
- risk measures
- neural network model
- application layer
- fuzzy systems
- fitting method
- least squares
- risk management
- middle layer
- recurrent neural networks
- risk factors
- activation function
- asymptotically optimal
- multilayer perceptron
- feed forward
- fault diagnosis
- acute coronary syndrome
- opportunity cost
- policy making
- self organizing maps
- control policies
- multi layer perceptron
- model fitting
- parametric models
- network architecture