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Related lectures (28)
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Algebraic Graph Theory: Matrices and Connectivity
Explores algebraic graph theory applied to networked control systems and consensus algorithms.
Regularity Lemmas and Density Theorems
Explores Regularity Lemmas and Density Theorems for graph partitioning and structure identification.
Linear Programming Duality
Covers linear programming duality and complementary slackness condition.
Knowledge Inference: Entity Disambiguation and Graph Embeddings
Explores entity disambiguation, graph embeddings, scoring functions, and learning methods.
DFS Continuation: Topological Sort
Covers topics like DFS output, edge classification, acyclic graphs, correctness, time analysis, SCCs, and the Topological Sort algorithm.
Binary Relations and Cartesian Products
Explores binary relations, Cartesian products, and applications between sets, emphasizing their properties and significance.
Cheeger's Inequality
Explores Cheeger's inequality and its implications in graph theory.
Learning from the Interconnected World with Graphs
Explores learning from interconnected data using graphs, covering challenges, GNN design, research landscapes, and democratization of Graph ML.
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