applicable models
probabilistic
Techniques for explicitly probabilistic models
2 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Simulation-Based Synthetic Data Generation | Algorithmic | Requirements/model Agnostic Paradigm/generative +1 | Tabular Time-series | Generates synthetic datasets through computational simulation of underlying data-generating processes, encompassing... | ||
| 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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