Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization.
Hyeonwoo NohTackgeun YouJonghwan MunBohyung HanPublished in: NIPS (2017)
Keyphrases
- neural network
- optimization problems
- global optimization
- random noise
- artificial neural networks
- optimization method
- recurrent neural networks
- constrained optimization
- noise level
- input data
- missing data
- self organizing maps
- image noise
- signal to noise ratio
- noisy data
- optimization algorithm
- fuzzy logic
- pattern recognition
- image processing
- discrete optimization
- deep learning
- noisy environments
- highly non linear
- noise model
- optimization procedure
- optimization process
- multi layer
- multilayer perceptron