We started by looking at binary as a counting system, which it is — but that's not the only thing it can do. Since it's the only thing we can use to communicate with computers, we use it to ...

In this study, we consider the binary classification problem for massive data based on a linear discriminant analysis (LDA) in a distributed learning framework. The classical centralized LDA requires ...

We give a branch-and-cut algorithm for solving linear programs (LPs) with continuous separable piecewise-linear cost functions (PLFs). Models for PLFs use continuous variables in special-ordered sets ...