Modyn: A Platform for Model Training on Dynamic Datasets With Sample-Level Data Selection.
Maximilian BötherViktor GsteigerTies RobroekAna KlimovicPublished in: CoRR (2023)
Keyphrases
- experimental data
- test data
- data analysis
- data samples
- database
- probability distribution
- simulation data
- data processing
- data sets
- data collection
- input data
- data sources
- prior knowledge
- training samples
- data quality
- predictive model
- raw data
- probabilistic model
- real time
- image data
- empirical data
- computational model
- training dataset
- measured data
- training process
- sample set
- statistical methods
- mathematical model
- missing data
- synthetic data
- high dimensional data
- training examples
- data structure
- training data
- similarity measure