SimbaML: Connecting Mechanistic Models and Machine Learning with Augmented Data.
Maximilian KleisslLukas DrewsBenedict B. HeyderJulian ZabbarovPascal IversenSimon WitzkeBernhard Y. RenardKatharina BaumPublished in: Tiny Papers @ ICLR (2023)
Keyphrases
- data analysis
- data sets
- machine learning
- raw data
- historical data
- data processing
- experimental data
- database
- original data
- statistical methods
- knowledge discovery
- small number
- statistical analysis
- synthetic data
- data collection
- data sources
- incomplete data
- data distribution
- big data
- bayesian methods
- computer systems
- data mining techniques
- information extraction
- probabilistic model
- active learning
- high quality
- training data
- feature selection
- data mining
- neural network