Data-Scarce Condition Modeling Requires Model-Based Prior Regularization.
Nikolaus MutsamAlexander FuchsFabio ZieglerFranz PernkopfPublished in: ICASSP (2024)
Keyphrases
- prior knowledge
- data sets
- prior information
- data analysis
- complex data
- training data
- synthetic data
- raw data
- experimental data
- background knowledge
- database
- data sources
- data structure
- neural network
- databases
- data collection
- high dimensional data
- missing data
- markov random field
- spatial data
- data distribution
- statistical methods
- noisy data
- data quality
- historical data