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Software for bias assessment and mitigation

ΜAI-BIAS

UI for fairness investigation.

Investigate the fairness of AI models and search for prospective fixes through a UI that integrates many project and third-party results.

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FairBench

Library for thorough fairness assessment.

Construct many fairness evaluation measures from a wide range of building blocks to  gain a broad perspective in multi-attribute settings.

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Bias mitigation

A collection of libraries to use in your projects.

Novel algorithms to mitigate biases from tabular data to images, graphs, and tabular data modalities, as well as their combinations.

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Training material for everyone

Academics

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Children (5-12)

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AI Scientists

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General public

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Our blog

News

Final Press Release

The Horizon Europe-funded project MAMMOth (Multi-Attribute, Multimodal Bias Mitigation in AI Systems) officially concluded on 31 October 2025, after three years of pioneering work to make artificial intelligence (AI) fairer,

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News

July Newsletter ’26

Welcome to the first official newsletter for the year 2024! We’re excited to bring you the latest updates and highlights from the MAMMOth Project, including the remarkable strides we’ve taken

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Project

Objectives, Project Results, Target groups

Partners

Objectives Project Results Project Results

Results

Deliverables, Publications, Presentations, Software