AI Fairness
Designing Equal Opportunity Algorithms
$143.26
- Paperback
240 pages
- Release Date
17 June 2025
Summary
Decisions about important social goods like education, employment, housing, loans, health care, and criminal justice are all becoming increasingly automated with the help of artificial intelligence. But because AI models are trained on data with historical inequalities, they often produce unequal outcomes for members of disadvantaged groups.
In AI Fairness, Derek Leben draws on traditional philosophical theories of fairness to develop a framework for evaluating AI models, whi…
Book Details
| ISBN-13: | 9780262552363 |
|---|---|
| ISBN-10: | 0262552361 |
| Author: | Derek Leben |
| Publisher: | MIT Press Ltd |
| Imprint: | MIT Press |
| Format: | Paperback |
| Number of Pages: | 240 |
| Release Date: | 17 June 2025 |
| Weight: | 369g |
| Dimensions: | 229mm x 152mm |
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About The Author
Derek Leben
Derek Leben is Associate Teaching Professor of Business Ethics at the Tepper School of Business at Carnegie Mellon University. As founder of the consulting group Ethical Algorithms, he has worked with governments and companies to develop policies on fairness and benefit for AI and autonomous systems.
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