CS 574

Spring 2022 Part of Term 1

Part of Term 1
Jan 18-May 4

Credit: 4 hours.

Basic and advanced concepts in the design and analysis of randomized algorithms. Sampling; concentration inequalities such as Chernoff-Hoeffding bounds; probabilistic method; random walks, dimension reduction; entropy; martingales and Azuma's inequality; derandomization. Randomized algorithms for sorting and searching; graphs; geometric problems. Basics of pseudorandomness and randomized complexity classes.

Prerequisite: CS 473; MATH 461 or STAT 400.

CS 574 class schedule data for spring 2022
CRN Type Section Time Day Location Instructor Section Details
60442
Lecture
RA
3:30PM -4:45PM
TR
1304 Siebel Center for Comp Sci
Har-Peled, S
Part of Term:
1
Date Range:
01/18/22-05/04/22
Credit:
4 hours
Section Info:
For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister
Restriction(s):
Restricted to Graduate - Urbana-Champaign.
Not intended for First Time Freshman students.
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