Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...

This paper proposes a fast implementation method for the general matrix-vector multiplication (GEMV) routine, which is one of the level-2 Basic Linear Algebra Subprograms (BLAS) subroutines, for a ...

Further reading (gradients): A fancy name for a row vector is a "covector" or linear form, and the fancy version of the relationship between row and column vectors is the Riesz representation theorem, ...

For two students who witnessed the shooting firsthand, grieving within an institution that seemingly wants to keep the process moving has been a challenge. They don’t want what happened to fade ...

USA Swimming Has a Secret Weapon: Linear Algebra Meet the mathematician helping Olympic athletes improve their performance.

In the past few decades, multi-linear algebra also known as tensor algebra has been adapted and employed as a tool for various engineering applications. Recent developments in tensor algebra have ...

There are many important concepts in linear algebra, such as linear correlation and linear independence, eigenvalues and eigenvectors, and so on. Among them, linear correlation and linear independence ...

Although it arose in the context of algebraic geometry and deals with the configuration of curves on an algebraic surface, we have recently observed that the essential concept is purely within the ...

Professors and students alike praised math professor Gilbert Strang for his contributions last week. One social media user said his book "Introduction to Applied Mathematics" is a masterpiece.