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Stochastic Block Model: Community Detection
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Related lectures (27)
Automorphism groups of trees and graphs
Explores automorphisms of graphs, focusing on automorphism groups, Cayley-Abels graphs, and quasi-isometry.
Fundamental Groups
Explores fundamental groups, homotopy classes, and coverings in connected manifolds.
Local structure of totally disconnected locally compact groups I
Covers the local structure of totally disconnected locally compact groups, exploring properties and applications.
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Local structure of totally disconnected locally compact groups III
Explores the local structure of totally disconnected locally compact groups and their isomorphisms through conjugation.
Proper Actions and Quotients
Covers proper actions of groups on Riemann surfaces and introduces algebraic curves via square roots.
Automorphism Groups: Trees and Graphs III
Explores automorphism groups of trees and graphs, including actions on trees and group homomorphisms.
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Lie Groups: Representations and Transformations
Explores Lie groups, scalar fields, and vector spaces transformations.
Symmetries and Groups in Quantum Mechanics
Covers the role of symmetries and groups in quantum mechanics, focusing on SU2 and SU3, their properties, and implications for physical theories.
Isometries and Group Homomorphisms
Explores isometries, group homomorphisms, linear transformations, and group generation by similarities.
Graphical Models: Representing Probabilistic Distributions
Covers graphical models for probabilistic distributions using graphs, nodes, and edges.
Graph Coloring: Theory and Applications
Covers the theory and applications of graph coloring, focusing on disassortative stochastic block models and planted coloring.
Stochastic Block Model: Community Detection
Covers the Stochastic Block Model for community detection.
Lie Algebra: Group Theory
Explores Lie Algebra's connection to Group Theory through associative operations and Jacobi identities.
Advanced Design of Concrete Structures
Delves into advanced concrete structure design, covering loads, slabs, beams, calculations, and corbel models.
Statistical Physics of Clusters
Explores the statistical physics of clusters, focusing on complexity and equilibrium behavior.
Local structure of totally disconnected locally compact groups II
Explores the local structure of totally disconnected locally compact groups, covering commensurated subgroups, completions, local automorphisms, and the quasi-centre.
Group Theory in Physics
Covers the fundamentals of group theory in physics, focusing on symmetries and transformations leaving physical equations unchanged.
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