Details

Autor(en) / Beteiligte

• Barocas, Solon
• Hardt, Moritz
• Narayanan, Arvind

Titel

Fairness and machine learning : limitations and opportunities

Ort / Verlag

Cambridge, Massachusetts ; London, England : The MIT Press

Erscheinungsjahr

[2023]

Beschreibungen/Notizen

• Includes bibliographical references and index
• When is automated decision making legitimate? -- Classification -- Relative notions of fairness -- Causality -- Understanding United States anti-discrimination law -- Testing discrimination in practice -- A broader view of discrimination -- Datasets.
• "This book offers a critical view on the current practice of machine learning, as well as proposed technical fixes for achieving fairness in automated decisionmaking"--