applicable models
probabilistic
Techniques for explicitly probabilistic models
2 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Synthetic Data Generation | Algorithmic | Architecture/neural Networks/generative/gan Architecture/neural Networks/generative/vae +5 | Any | Synthetic data generation creates artificial datasets that aim to preserve the statistical properties, distributions,... | ||
| Prejudice Remover Regulariser | Algorithmic | Architecture/linear Models/logistic Architecture/probabilistic +5 | Tabular | An in-processing fairness technique that adds a fairness penalty to machine learning models to reduce bias against... |
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