Component Based Models: Graphical Models, Sparsity, Low-rank, and all of that Sort of Thing

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Explains component-based graphical models, including sparsity and low-rank techniques for structured prediction and inference. Teaches multiple related modeling paradigms and their mathematical properties.

A 60-minute video from Microsoft Research: “Component Based Models: Graphical Models, Sparsity, Low-rank, and all of that Sort of Thing”.

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