Daniela DeAlbuquerque

Daniela DeAlbuquerque

MD-PhD Student in Electrical and Computer Engineering at Duke University working with Dr. John Pearson on statistical methods for neuroscience.

Posts by Daniela

A Gentle Intro to Support Vector Machines

Topics/Organization: Some geometric intuition for SVMs Introducing slack variables (Soft-Margin SVMs) The SVM loss function (primal and dual forms) SVMs and Kernels Some coding examples of the above (for fun!)...