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Mini-Course @ Northwestern University
Role(s)
Visiting Professor
Date
Sun, Apr 30, 2023 - Sat, May 20, 2023
Location
Evanston, IL
Mini-Course: Randomized Algorithms in Linear Algebra & Scientific Computing
Overview: Success Stories for Randomized Methods; Review of Statistics and Probability, including union bounds, non-asymptotic statistics
Review of Matrix Factorization and related concepts; Stochastic Rounding and Applications
Randomized Range Finder and Applications
More Randomization in Matrix Factorization
Johnson-Lindenstrauss Transforms (JLT) and Structured Variants; Randomized Least Squares
Randomization Applications in Optimization
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J. T. Oden Faculty Fellow (part 2)
ICIAM 2023
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