The ethical algorithm : the 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...

Cur síos iomlán

Sábháilte in:
Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Kearns, Michael J., Roth, Aaron, 1984- (Údar)
Formáid: Livre papier
Teanga:Anglais
Foilsithe / Cruthaithe: New York : Oxford University Press 2019.
Ábhair:
Autres localisations: Voir dans le Sudoc
Clár na nÁbhar:
  • P. 1
  • Introduction
  • P. 22
  • Algorithmic privacy : from anonymity to noise
  • P. 57
  • Algorithmic fairness : from parity to Pareto
  • P. 94
  • Games people play (with algorithms)
  • P. 137
  • Lost in the garden : led astray by data
  • P. 169
  • Risky business : interpretability, morality, and the singularity
  • P. 189
  • Some concluding thoughts
  • P. 197
  • Acknowledgements
  • P. 201
  • References and further reading
  • P. 207
  • Index