In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including ...

Abstract: The GraphBLAS is a standard API for expressing Graphs in the language of linear algebra. The goal is to provide high performance while exploiting the fundamental simplicity of Graph ...

Advanced linear algebra forms the backbone of many sophisticated algorithms in data science and machine learning. It enables us to manipulate high-dimensional data, extract meaningful patterns, and ...

TYPE “OLYMPICS” into Google and a billion links appear in a flash. How is this done? How do computer search engines work, and why are they so good? PageRank (the ...

Abstract: Linear algebra is a powerful and proven tool in Web search. Techniques, such as the PageRank algorithm of Brin and Page and the HITS algorithm of Kleinberg, score Web pages based on the ...