Randomized Algorithms

Undergraduate

Randomness is one of the key resources in algorithm design. Many problems have faster algorithms if randomization is allowed, and indeed, for certain problems randomness is essential. The course will introduce the probability basics, the fundamental tools, and provide multiple applications in machine learning, big data, optimization, etc.