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Spectrum of Sparse Inhomogeneous Random Graphs

Offered By: International Centre for Theoretical Sciences via YouTube

Tags

Graph Theory Courses Data Analysis Courses Spectral Analysis Courses Probability Theory Courses Statistical Physics Courses Random Graphs Courses Sparse Matrices Courses Percolation Theory Courses

Course Description

Overview

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Explore the spectrum of sparse inhomogeneous random graphs in this comprehensive lecture by Rajat Hazra from the International Centre for Theoretical Sciences. Delve into the structural properties of random networks, dynamics on graphs, and their applications in network science. Learn about the NETWORKS program, a 10-year initiative funded by the Dutch government, which aims to apply theoretical aspects of probability theory, computer science, optimization techniques, and statistics to real-life scenarios. Discover how this research impacts fields such as finance, large data set analysis, rare event modeling, and social networks. Gain insights into topics including interacting particle systems, percolation on networks, random matrices, and statistical physics. Engage with cutting-edge research presented by leading experts in probability and statistics, fostering collaboration between Dutch and Indian scientists in this rapidly evolving field.

Syllabus

Spectrum of Sparse Inhomogeneous Random Graphs by Rajat Hazra


Taught by

International Centre for Theoretical Sciences

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