Probability and computing: randomization and probabilistic techniques in algorithms and data analysis
Auteur :
Mitzenmacher, Michael / Upfal, Eli
Éditeur :
Cambridge University Press
ISBN :
9781107154889
Date de publication :
3 juil. 2017
Dimensions :
26,0 x 18,2 x 2,5 cm
Poids :
1150 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This greatly expanded new edition, requiring only an elementary background in discrete mathematics, comprehensively covers randomization and probabilistic techniques in modern computer science. It includes new material relevant to machine learning and big data analysis, plus examples and exercises, enabling students to learn modern techniques and applications.