Simple Convolutional-Based Models: Are They Learning the Task or the Data?
Luis Sa-CoutoAndreas WichertPublished in: Neural Comput. (2021)
Keyphrases
- accurate models
- data sets
- prior knowledge
- learning models
- experimental data
- synthetic data
- learned models
- database
- data collection
- learning process
- high quality
- bayesian methods
- data analysis
- knowledge discovery
- hidden variables
- historical data
- statistical analysis
- convolutional neural networks
- data sources
- learning algorithm
- data structure
- data quality
- original data
- raw data
- learning tasks
- background knowledge
- learning systems
- active learning
- supervised learning
- statistical methods
- missing data
- incomplete data
- unsupervised learning
- data processing
- data mining techniques
- probability distribution