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Lecture
Assembly: Physics of Manufacturing
Graph Chatbot
Related lectures (32)
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Assembly: Mechanism Theory
Covers the problem statement of assembly, precision requirements, common couplings, stability, and spatial vectors.
Networked Control Systems: Opportunities
Explores coordination in networked control systems, graph theory, and consensus algorithms.
Graph Theory: Girth and Independence
Covers girth, independence, probability, union bound, sets, and hypergraph recoloring.
Cheeger's Inequalities
Explores Cheeger's inequalities for random walks on graphs and their implications.
Graph Theory and Network Flows
Introduces graph theory, network flows, and flow conservation laws with practical examples and theorems.
Graph Algorithms II: Traversal and Paths
Explores graph traversal methods, spanning trees, and shortest paths using BFS and DFS.
Statistical analysis of network data
Covers stochastic properties, network structures, models, statistics, centrality measures, and sampling methods in network data analysis.
Cavity Method: Mean Field Theory
Explores the Cavity Method in Mean Field Theory, analyzing spins in an external field within a graph.
Sparsest Cut: ARV Theorem
Covers the proof of the Bourgain's ARV Theorem, focusing on the finite set of points in a semi-metric space and the application of the ARV algorithm to find the sparsest cut in a graph.
Belief Propagation
Explores Belief Propagation in graphical models, factor graphs, spin glass examples, Boltzmann distributions, and graph coloring properties.