Gradient Descent

  • Vishnoi N
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Abstract

Let’s start by talking about a few examples of supervised learning problems. Suppose we have a dataset giving the living areas and prices of 47 houses from Portland, Oregon:

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Vishnoi, N. K. (2021). Gradient Descent. In Algorithms for Convex Optimization (pp. 84–107). Cambridge University Press. https://doi.org/10.1017/9781108699211.008

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