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Related lectures (27)
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Union and Join Operations
Explores the union and join operations on graphs, illustrating their definitions and properties.
Unlabeled Trees Estimation
Explores the estimation of unlabeled trees and their unique reconstruction from sequences.
Sparsest Cut: Bourgain's Theorem
Explores Bourgain's theorem on sparsest cut in graphs, emphasizing semimetrics and cut optimization.
Depth-First Search: Traversing and Sorting Graphs
Explores depth-first search, breadth-first search, graph representation, and topological sorting in graphs.
Solving Linear Programs: SIMPLEX Method
Explains the SIMPLEX method for solving linear programs and optimizing the solution through basis variable manipulation.
Graph Algorithms: Modeling and Representation
Covers the basics of graph algorithms, focusing on modeling and representation of graphs in memory.
Belief Propagation
Explores Belief Propagation in graphical models, factor graphs, spin glass examples, Boltzmann distributions, and graph coloring properties.
Stein Algorithm: Polynomial Identity Testing
Explores the Stein algorithm for polynomial identity testing and the minimization of a cut problem.
Graph Theory Fundamentals
Covers the fundamentals of graph theory, including vertices, edges, degrees, walks, connected graphs, cycles, and trees, with a focus on the number of edges in a tree.
Introduction to Graph Theory
Covers the basics of graph theory, including network flows, degrees of vertices, walks, and subgraphs.