Human Centered Machine Learning

Universiteit Utrecht (UU)

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Summary

Fairness in AI
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11

November 2022

2022/2023
This document contains notes and summaries covering the content of the course Human-Centered Machine Learning within the Artificial Intelligence Master at Utrecht University. It covers the following topics: - intro to FAI - measuring fairness - interventions & making fair systems
massimilianogarzoni
$5.84 More Info

Summary

Explainable AI
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11

November 2022

2022/2023
This document contains notes and summaries covering the content of the course Human-Centered Machine Learning within the Artificial Intelligence Master at Utrecht University. It covers the following topics: - intro to XAI - interpretable models - model agnostic interpretability methods - neural network interpretability
massimilianogarzoni
$5.84 More Info

Human-Centered Machine Learning Summary & Course Notes

Summary

Human-Centered Machine Learning Summary & Course Notes
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-

22

November 2022

2022/2023
This document contains notes and summaries covering the content of the course Human-Centered Machine Learning within the Artificial Intelligence Master at Utrecht University. It is divided into two parts: Explainability and Fairness. It covers the following topics: - intro to XAI - interpretable models - model agnostic interpretability methods - neural network interpretability - intro to FAI - measuring fairness - interventions & making fair systems
massimilianogarzoni
$10.52 More Info

Human Centered Machine Learning

Universiteit Utrecht (UU)

Fairness in AI

Explainable AI

Human-Centered Machine Learning Summary & Course Notes