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Related lectures (10)
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Lovasz Local Lemma: Dependencies and Independence
Covers the Lovasz Local Lemma, 'small dependencies', dependency graphs, and conditions for valid solutions.
Graph Pattern Matching: Work-sharing
Explores optimizing graph pattern matching with work-sharing techniques and context-aware parallelization for pattern mining at scale.
Graph-to-Graph Transformers: Syntax-aware Graph Encoding
Introduces the Syntax-aware Graph-to-Graph Transformer architecture for effective conditioning on syntactic dependency graphs.
Independence Polynomial of Dependency Graph
Covers the independence polynomial of a dependency graph and related concepts such as graph coloring and directed graph properties.
Graph Algorithms: DFS, Topological Sort, SCC
Explores DFS, Topological Sort, SCC in graphs, and introduces Flow Networks with practical examples.
Topological Sort and SCC
Explores topological sort, acyclic graphs, Strongly Connected Components, magic algorithm, component graph, flow networks, and their applications.
Graph Sketching: Connected Components
Covers graph sketching and connected components in streaming models.
Graph Traversal: BFS and DFS
Covers Breadth-First Search, Depth-First Search, and topological sort in graphs.
Graph Algorithms: Flows and Strongly Connected Components
Discusses graph algorithms, focusing on flow networks and strongly connected components.
Depth-First Search: Traversing and Sorting Graphs
Explores depth-first search, breadth-first search, graph representation, and topological sorting in graphs.