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Fall 2026 Search Results

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18.338 Eigenvalues of Random Matrices
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Graduate (Spring)
Prereq: 18.701 or permission of instructor
Units: 3-0-9
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Covers the modern main results of random matrix theory as it is currently applied in engineering and science. Topics include matrix calculus for finite and infinite matrices (e.g., Wigner's semi-circle and Marcenko-Pastur laws), free probability, random graphs, combinatorial methods, matrix statistics, stochastic operators, passage to the continuum limit, moment methods, and compressed sensing. Knowledge of Julia helpful, but not required.
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