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: CoRR (2024)
Keyphrases
- neural network
- multi layer
- multiple layers
- single layer
- pattern recognition
- acute coronary syndrome
- neural network model
- artificial neural networks
- fuzzy logic
- risk assessment
- least squares
- opportunity cost
- application layer
- risk factors
- risk management
- fuzzy systems
- genetic algorithm
- risk analysis
- decision making
- optimal policy
- multilayer perceptron
- parametric models
- risk measures
- risk averse
- fault diagnosis
- action selection
- neural nets
- markov decision process
- policy makers
- function approximators
- curve fitting
- self organizing maps
- feed forward
- model fitting
- surface fitting
- decision trees
- training process