We present formulas that allow us to decompose a function ƒ of d variables into a sum of 2 d terms f u indexed by subsets u of {1,. . . , d}, where each term f u depends only on the variables with ...

This is a preview. Log in through your library . Abstract For high dimensional problems, such as approximation and integration, one cannot afford to sample on a grid because of the curse of ...

There are, generally speaking, two types of people in the mathematical optimization software field: • Optimization solver developers: The technical experts who devise and implement the algorithms that ...

A thorough understanding of Linear Algebra and Vector Calculus, and strong familiarity with the Python programming language (e.g., basic data manipulation libraries, how to construct functions and ...

Research and investment in artificial intelligence (AI) have rapidly expanded over the past decade. The International Data Corporation predicts that global spending on cognitive and AI systems will ...