By Michael Mitzenmacher, Eli Upfal
Tremendously accelerated, this new version calls for merely an user-friendly heritage in discrete arithmetic and gives a complete advent to the function of randomization and probabilistic thoughts in sleek laptop technological know-how. Newly further chapters and sections hide themes together with basic distributions, pattern complexity, VC size, Rademacher complexity, energy legislation and comparable distributions, cuckoo hashing, and the Lovasz neighborhood Lemma. fabric correct to laptop studying and large facts research permits scholars to profit sleek concepts and purposes. among the new workouts and examples are programming-related workouts that supply scholars with first-class education in fixing appropriate difficulties. This ebook offers an necessary instructing software to accompany a one- or two-semester direction for complicated undergraduate scholars in desktop technology and utilized arithmetic.
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