Analysis of Boolean Functions - Restrictions and the Goldreich-Levin Theorem
Offered By: Ryan O'Donnell via YouTube
Course Description
Overview
Explore a comprehensive lecture on the Analysis of Boolean Functions, focusing on Restrictions and the Goldreich--Levin Theorem. Delve into key concepts such as the Expected Square, properties and corollaries of the Goldreich-Levin Theorem, decision trees, and pseudocode. Learn from Ryan O'Donnell's graduate-level course at Carnegie Mellon University, which covers advanced topics in computer science and mathematics. Gain insights into the practical applications of boolean function analysis and enhance your understanding of complex algorithms and theorems in this field.
Syllabus
Intro
Example
Method
Discussion
Expected Square
GoldreichLevin Theorem
Properties
corollary
collection L
decision tree
pseudocode
Proof of correctness
Taught by
Ryan O'Donnell
Related Courses
Automata TheoryStanford University via edX Intro to Theoretical Computer Science
Udacity Computing: Art, Magic, Science
ETH Zurich via edX 理论计算机科学基础 | Introduction to Theoretical Computer Science
Peking University via edX Quantitative Formal Modeling and Worst-Case Performance Analysis
EIT Digital via Coursera