I wish I had a nickel for every article I've read announcing the “Death of Linear TV.” Is there nonlinear TV? Choose your own adventure programming? No, there’s not. Generally, when someone talks ...

To address the limitations of commonly used cross-validation methods, the linear regression method (LR) was proposed to estimate population accuracy of predictions based on the implicit assumption ...

Background: Linear dimensionality reduction techniques are widely used in many applications. The goal of dimensionality reduction is to eliminate the noise of data and extract the main features of ...

Standard computer implementations of Dantzig's simplex method for linear programming are based upon forming the inverse of the basic matrix and updating the inverse ...

Interior point methods (IPMs) are a common approach for solving linear programs (LPs) with strong theoretical guarantees and solid empirical performance. The time complexity of these methods is ...

This book covers the fundamentals of linear programming through studying systems of linear inequalities using basic facts from linear algebra. It is suitable for a crash course on linear programming ...