Abstract: In the past few decades, there have been multiple algorithms proposed for the purpose of solving optimization problems including Machine Learning (ML) applications. Among these algorithms, ...

Abstract: Many online resource allocation algorithms have been recently proposed to handle optimization problems in dynamic scenarios. However, none of these algorithms have been designed to take into ...

The original version of this story appeared in Quanta Magazine. If you want to solve a tricky problem, it often helps to get organized. You might, for example, break the problem into pieces and tackle ...