SimbaML: Connecting Mechanistic Models and Machine Learning with Augmented Data.
Maximilian KleisslLukas DrewsBenedict B. HeyderJulian ZabbarovPascal IversenSimon WitzkeBernhard Y. RenardKatharina BaumPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- machine learning
- database
- data analysis
- experimental data
- prior knowledge
- computer systems
- historical data
- data quality
- training data
- synthetic data
- accurate models
- original data
- high dimensional data
- data collection
- empirical data
- statistical analysis
- computer vision
- learning models
- data sources
- xml documents
- high quality
- data distribution
- end users
- data points
- support vector machine
- machine learning methods
- data mining techniques
- labeled data
- model selection
- active learning