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Cover: 9780190948207 | The Ethical Algorithm | The Science of Socially Aware Algorithm Design
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The Ethical Algorithm
The Science of Socially Aware Algorithm Design
Buch von Aaron Roth (u. a.)
Sprache: Englisch

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Beschreibung
Algorithms have made our lives more efficient and entertaining¿but not without a significant cost. Can we design a better future, one in which societial gains brought about by technology are balanced with the rights of citizens? The Ethical Algorithm offers a set of principled solutions based on the emerging and exciting science of socially aware algorithm design.
Algorithms have made our lives more efficient and entertaining¿but not without a significant cost. Can we design a better future, one in which societial gains brought about by technology are balanced with the rights of citizens? The Ethical Algorithm offers a set of principled solutions based on the emerging and exciting science of socially aware algorithm design.
Über den Autor
Michael Kearns is Professor and the National Center Chair in the Computer and Information Science department of the University of Pennsylvania, where he has secondary appointments at Wharton. He has consulted extensively in the finance and technology industries, and on various legal and regulatory matters involving algorithms, data and machine learning.

Aaron Roth is the class of 1940 Bicentennial Term Associate Professor in the Computer and Information Science department at the University of Pennsylvania. He is the recipient of a Presidential Early Career Award for Scientists and Engineers (PECASE), an Alfred P. Sloan Research Fellowship, an NSF CAREER award, a Google Faculty Research Award, and a Yahoo Academic Career Enhancement award.
Inhaltsverzeichnis
  • Introduction

  • Chapter 1: Algorithmic Privacy: The Power of Randomization

  • Chapter 2: Fairness: Discriminating Algorithms

  • Chapter 3: Games People Play (With Algorithms)

  • Chapter 4: Lost in the Garden: Led Astray by Data

  • Chapter 5: Risky Business: Interpretability, Morality, and the Singularity

  • Some Concluding Thoughts

  • Acknowledgements

  • Notes

Details
Erscheinungsjahr: 2020
Genre: Technik allg.
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: Gebunden
ISBN-13: 9780190948207
ISBN-10: 0190948205
Sprache: Englisch
Einband: Gebunden
Autor: Roth, Aaron
Kearns, Michael
Hersteller: Oxford University Press Inc
Maße: 241 x 163 x 25 mm
Von/Mit: Aaron Roth (u. a.)
Erscheinungsdatum: 23.01.2020
Gewicht: 0,487 kg
Artikel-ID: 115614963
Über den Autor
Michael Kearns is Professor and the National Center Chair in the Computer and Information Science department of the University of Pennsylvania, where he has secondary appointments at Wharton. He has consulted extensively in the finance and technology industries, and on various legal and regulatory matters involving algorithms, data and machine learning.

Aaron Roth is the class of 1940 Bicentennial Term Associate Professor in the Computer and Information Science department at the University of Pennsylvania. He is the recipient of a Presidential Early Career Award for Scientists and Engineers (PECASE), an Alfred P. Sloan Research Fellowship, an NSF CAREER award, a Google Faculty Research Award, and a Yahoo Academic Career Enhancement award.
Inhaltsverzeichnis
  • Introduction

  • Chapter 1: Algorithmic Privacy: The Power of Randomization

  • Chapter 2: Fairness: Discriminating Algorithms

  • Chapter 3: Games People Play (With Algorithms)

  • Chapter 4: Lost in the Garden: Led Astray by Data

  • Chapter 5: Risky Business: Interpretability, Morality, and the Singularity

  • Some Concluding Thoughts

  • Acknowledgements

  • Notes

Details
Erscheinungsjahr: 2020
Genre: Technik allg.
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: Gebunden
ISBN-13: 9780190948207
ISBN-10: 0190948205
Sprache: Englisch
Einband: Gebunden
Autor: Roth, Aaron
Kearns, Michael
Hersteller: Oxford University Press Inc
Maße: 241 x 163 x 25 mm
Von/Mit: Aaron Roth (u. a.)
Erscheinungsdatum: 23.01.2020
Gewicht: 0,487 kg
Artikel-ID: 115614963
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