AI Fairness: Designing Equal Opportunity Algorithms - Image 1

£40.98

MIT Press AI Fairness: Designing Equal Opportunity Algorithms

Name: AI Fairness: Designing Equal Opportunity Algorithms
Brand: MIT Press
Price: 40.98 GBP
Availability: InStock

Black

Computing & Internet

About as cheap as it gets. The only time it was cheaper was 9 months ago.

£41 today · all-time low £41 (Sep 2025) · usually the usual

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey

↓ Forecast
where the price is heading next

↓ Statistics
all-time high & low, recent range

↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 190 days • 190 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 190 days • 2 price levels

Days at Price

Current Price

Price Analysis

Most common price: £41 (189 days, 99.5%)

Price range: £41 - £52

Price levels: 2 different prices over 190 days

Description

"A theory of justice for AI models making decisions about employment, lending, education, criminal justice, and other important social goods. Decisions about important social goods like education, employment, housing, loans, healthcare, and criminal justice are all becoming increasingly automated with the help of AI. 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, which can be called a Theory of Algorithmic Justice—a theory inspired by the Theory of Justice developed by the American philosopher John Rawls. For several years now, researchers who design AI models have investigated the causes of inequalities in AI decisions and proposed techniques for mitigating them. It turns out that in most realistic conditions it is impossible to comply with all metrics simultaneously. Because of this, companies using AI systems will have to choose which metric they think is the correct measure of fairness, and regulators will need to determine how to apply currently existing laws to AI systems. Leben provides a detailed set of practical recommendations for companies looking to evaluate their AI systems and regulators thinking about laws around AI system, and he offers an honest analysis of the costs of implementing fairness in AI systems—as well as when these costs may or may not be acceptable."

Key Features

New Store Stock

Product Specifications

Brand: MIT Press
Colour: Black
Format: Paperback
ASIN: 0262552361
Category: Books > Subjects > Computing & Internet
Domain: Amazon UK
Release Date: 13 May 2025
Listed Since: 29 August 2024

Barcode

No barcode data available

MIT Press AI Fairness: Designing Equal Opportunity Algorithms

About as cheap as it gets. The only time it was cheaper was 9 months ago.

Price History & Forecast

Price Distribution

Price Analysis

Description

Key Features

Product Specifications

Barcode

Similar Products You Might Like

Fairness and Machine Learning: Limitations and Opportunities (Adaptive Computation and Machine Learning)

Ethics in Artificial Intelligence: Bias, Fairness and Beyond: 1123 (Studies in Computational Intelligence, 1123)

Strokes of Luck: A Study in Moral and Political Philosophy

Fairness: Theory & Practice of Distributive Justice

Fairness in Law and Economics: 40 (Economic Approaches to Law series)

John Rawls: Reticent Socialist

Fairness and Justice in Environmental Decision Making: Water Under the Bridge (Routledge Explorations in Environmental Studies)

The Economics of Fairness (The International Library of Critical Writings in Economics series)

John Rawls and Christian Social Engagement: Justice as Unfairness

The Two Principles and Their Justification: Philosophy of Rawls: 02 (Garland Handbooks of World Music)

Psychological Perspectives on Justice: Theory and Applications (Cambridge Series on Judgment and Decision Making)

Beyond Justice as Fairness: Rethinking Rawls from a Cross-Cultural Perspective

Fairness versus Welfare

The Concept of Justice and Equality: On the Dispute between John Rawls and Gerald Cohen: 20 (Practical Philosophy, 20)

Empathy and Fairness: 278 (Novartis Foundation Symposia)

Justice and Reciprocity

Social Psychology and Justice (Frontiers of Social Psychology)

On Fairness (Routledge Revivals)

Reflections on Rawls: An Assessment of his Legacy

Faces of Inequality: A Theory of Wrongful Discrimination (Oxford Legal Philosopies)

Macrojustice: The Political Economy of Fairness

Fair Enough?: Support for Redistribution in the Age of Inequality (Cambridge Studies in Comparative Politics)

Justice, Political Liberalism, and Utilitarianism: Themes from Harsanyi and Rawls

Neoliberal Social Justice: Rawls Unveiled (New Thinking in Political Economy series)