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Randomization and Probabilistic Techniques in Algorithms and Data Analysis

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The cover of “Probability and Computing” - Open Library.

"Probability and Computing" was published by Cambridge University Press in 2017 and it has 494 pages.


“Probability and Computing” Metadata:

  • Title: Probability and Computing
  • Authors:
  • Number of Pages: 494
  • Publisher: Cambridge University Press
  • Publish Date:

“Probability and Computing” Subjects and Themes:

Edition Specifications:

  • Format: Hardback

Edition Identifiers:

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"Probability and Computing" Table Of Contents:

  • 1- Events and probability
  • 2- Discrete random variables and expectations
  • 3- Moments and deviations
  • 4- Chernoff and Hoeffding bounds
  • 5- Balls, bins, and random graphs
  • 6- The probabilistic method
  • 7- Markov chains and random walks
  • 8- Continuous distributions and the Polsson process
  • 9- The normal distribution
  • 10- Entropy, randomness, and information
  • 11- The Monte Carlo method
  • 12- Coupling of Markov chains
  • 13- Martingales
  • 14- Sample complexity, VC dimension, and Rademacher complexity
  • 15- Pairwise independence and universal hash functions
  • 16- Power laws and related distributions
  • 17- Balanced allocations and cuckoo hashing.

"Probability and Computing" Description:

The Open Library:

xx, 467 pages : 27 cm

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