Towards explaining the generalization gap in neural networks using topological data analysis.
Rubén BallesterXavier Arnal ClementeCarles CasacubertaMeysam MadadiCiprian A. CorneanuSergio EscaleraPublished in: CoRR (2022)
Keyphrases
- neural network
- data analysis
- pattern recognition
- genetic algorithm
- data processing
- neural network model
- back propagation
- recurrent neural networks
- self organizing maps
- data collection
- multi layer
- artificial neural networks
- machine learning
- multilayer perceptron
- big data
- fault diagnosis
- network architecture
- biological data
- rule extraction
- learning machines
- cluster analysis
- high dimensional data
- rough sets
- data warehouse
- fuzzy logic
- artificial intelligence
- data mining
- real world
- cellular neural networks
- hopfield neural network
- feedforward neural networks
- intelligent data analysis
- training algorithm
- fuzzy systems
- neural nets
- radial basis function
- spatial data
- business intelligence