Fast Regression Algorithms Using Spectral Graph Theory

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Explains fast regression algorithms based on spectral graph theory methods. Teaches mathematical and algorithmic techniques for efficient linear regression.

A 52-minute video from Microsoft Research: “Fast Regression Algorithms Using Spectral Graph Theory”.

Video by Microsoft Research, played through YouTube's embedded player.