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Graph Sketching
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Related lectures (32)
Graph Algorithms: Modeling and Representation
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Covers the basics of graph algorithms, focusing on modeling and representation of graphs in memory.
Convergence of Random Walks
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Explores the convergence of random walks on graphs and the properties of weighted adjacency matrices.
Directed Networks & Hypergraphs
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Explores directed networks with asymmetric relationships and hypergraphs that generalize graphs by allowing edges to connect any subset of nodes.
Graph Theory and Network Flows
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Introduces graph theory, network flows, and flow conservation laws with practical examples and theorems.
Graph Theory Fundamentals
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Explores fundamental graph theory concepts, Erdős' results, Chromatic Lemma, and Union Bound theorem in graph theory.
Graphs and Networks: Basics and Applications
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Introduces the basics of graphs and networks, covering definitions, paths, trees, flows, circulation, and spanning trees.
Sparsest Cut: Leighton-Rao Algorithm
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Covers the Leighton-Rao algorithm for finding the sparsest cut in a graph, focusing on its steps and theoretical foundations.
Graph Algorithms: Basics
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Introduces the basics of graph algorithms, covering traversal, representation, and data structures for BFS and DFS.
Graphical Definition: Level Sets and Domains
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Covers the graphical definition of functions, focusing on level sets and domains.
Probability & Stochastic Processes
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Covers applied probability, stochastic processes, Markov chains, rejection sampling, and Bayesian inference methods.
Graph Coloring: Basics and Applications
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Covers the basics and applications of graph coloring, including balancing vectors and achieving perfect fairness.
Assembly: Physics of Manufacturing
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Discusses the importance of assembly in manufacturing and covers common couplings, stability, and spatial vectors.
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