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HomeMIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023Lecture 4 Part 1: Gradients and Inner Products in Other Vector Spaces
Lecture 4 Part 1: Gradients and Inner Products in Other Vector Spaces
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Lecture 4 Part 2: Nonlinear Root Finding, Optimization, and Adjoint Gradient Methods
Description: We can generalize the concept of a “gradient” beyond column vectors, e.g. to “matrix gradients,” if we first generalize the concept of inner product.
Instructors: Alan Edelman, Steven G. Johnson