For decades at the Massachusetts Institute of Technology, one lecture stood out not for equations or algorithms, but for a skill that quietly shapes success across every field. Delivered by Patrick ...
Abstract: Support vector machines (SVMs) with the gaussian (RBF) kernel have been popular for practical use. Model selection in this class of SVMs involves two hyper parameters: the penalty parameter ...
The vectfit function approximates a response (generally a vector) with a rational function: where and are poles and residues in the complex plane and are the polynomial coefficients. When is a vector, ...
In first year calculus, students learn many new mechanical tools and the flexibility these tools have in solving problems. In order to focus on problem solving and conceptual ideas in class, I ...