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MATH 5034

High-Dimensional Probability

Temple University 3 credits MATH

Course Description

This course provides a self-contained introduction to the area of high-dimensional probability and statistics from a non-asymptotic perspective, aimed at students across the mathematical sciences. It will include a focus on core methodology and theory (tail bounds, concentration of measure, random matrices, random graphs and networks) as well as in-depth exploration of various applications (to statistical learning theory, sparse linear and graphical models, community detection, as examples).

Code
MATH 5034
Credits
3
Subject
MATH

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