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Convex optimization - Convex problems from convex elements, and we'll cover separation.
The connection between convex optimization and learning:
A book reference on convex optimization: https://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf .
An interesting generalization of the derivate
Next we'll discuss Sub modular functions.