Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization.
Elan RosenfeldAndrej RisteskiPublished in: ICLR (2024)
Keyphrases
- neural network
- optimization problems
- optimization algorithm
- signal processing
- fuzzy logic
- spectral analysis
- optimization process
- artificial neural networks
- pattern recognition
- genetic algorithm
- neural network model
- global optimization
- optimization methods
- multi layer perceptron
- training algorithm
- fuzzy artmap
- data sets
- bp neural network
- independent component analysis
- optimization method
- outlier detection
- self organizing maps
- back propagation
- linear combination
- support vector machine
- data points
- data streams
- learning algorithm