Large Neural Networks Learning from Scratch with Very Few Data and without Regularization.
Christoph LinseThomas MartinetzPublished in: CoRR (2022)
Keyphrases
- neural network
- data sets
- learning algorithm
- data processing
- background knowledge
- database
- learning systems
- pattern recognition
- data sources
- data analysis
- high quality
- original data
- raw data
- learning problems
- machine learning
- statistical analysis
- data collection
- knowledge acquisition
- reinforcement learning
- online learning
- image data
- data points
- prior knowledge
- learning process
- artificial neural networks
- feed forward
- feedforward neural networks
- data quality
- learning rules
- bayesian methods
- noisy data
- high dimensional data
- supervised learning
- active learning
- training data
- genetic algorithm