Store besparelser
Hurtig levering
Fri fragt over 499,-
90 dages retur
Gemte
Log ind
0
Kurv
Kurv
Fairness and Machine Learning
- Limitations and Opportunities
Engelsk
Bogcover for Fairness and Machine Learning af Moritz Hardt, Solon Barocas, 9780262048613
Specifikationer
Sprog:
Engelsk
Sider:
320
ISBN-13:
9780262048613
Indbinding:
Hardback
ISBN-10:
0262048612
Udg. Dato:
19 dec 2023
Størrelse i cm:
18,4 x 23,7 x 3,0
Forlag:
Oplagsdato:
19 dec 2023
Forfatter(e):

Fairness and Machine Learning

- Limitations and Opportunities
Engelsk
Hardback 2023
Format:

Bog beskrivelse
An introduction to the intellectual foundations and practical utility of the recent work on fairness and machine learning.

Fairness and Machine Learning introduces advanced undergraduate and graduate students to the intellectual foundations of this recently emergent field, drawing on a diverse range of disciplinary perspectives to identify the opportunities and hazards of automated decision-making. It surveys the risks in many applications of machine learning and provides a review of an emerging set of proposed solutions, showing how even well-intentioned applications may give rise to objectionable results. It covers the statistical and causal measures used to evaluate the fairness of machine learning models as well as the procedural and substantive aspects of decision-making that are core to debates about fairness, including a review of legal and philosophical perspectives on discrimination. This incisive textbook prepares students of machine learning to do quantitative work on fairness while reflecting critically on its foundations and its practical utility.

• Introduces the technical and normative foundations of fairness in automated decision-making
• Covers the formal and computational methods for characterizing and addressing problems
• Provides a critical assessment of their intellectual foundations and practical utility
• Features rich pedagogy and extensive instructor resources
... Vis mere

Forlags Vejl. pris
722,41 kr
Hos Booktok
638 kr
spar 12%
Læg i kurv nu
Sikker betaling
90 dages retur
6 - 8 hverdage

Specifikationer
Sprog:
Engelsk
Sider:
320
ISBN-13:
9780262048613
Indbinding:
Hardback
ISBN-10:
0262048612
Udg. Dato:
19 dec 2023
Størrelse i cm:
18,4 x 23,7 x 3,0
Forlag:
Oplagsdato:
19 dec 2023
Forfatter(e):
Finder produkter...
Kategori sammenhænge