An Empirical Study of Modular Bias Mitigators and Ensembles

Focus: Bias

Source: MAIEI

Readability: Expert

Type: Website Article

Open Source: Yes

External URL: https://montrealethics.ai/an-empirical-study-of-modular-bias-mitigators-and-ensembles/

Keywords: N/A

Learn Tags: AI and Machine Learning Bias Ethics Fairness Research Centre

Summary: This paper analyzes whether bias mitigation can be made more stable with ensemble learning and explores the space of mitigators and ensembles across several learning objectives.