Recently, a few people asked me about machine learning. How the hell on earth does it work?! Their chief issue was they could not get the… (more…)

Stencil computations are the basis to solve many problems related to Partial Differential Equations (PDEs). Obtaining the best performance with such numerical kernels is a major issue as many critical parameters (architectural features, compiler flags, me... (more…)

This paper surveys the machine learning literature and presents in an optimization framework several commonly used machine learning approaches. Particularly, mathematical optimization models are presented for regression, classification, clustering, deep l... (more…)

Forbes Welcome page -- Forbes is a global media company, focusing on business, investing, technology, entrepreneurship, leadership, and lifestyle.

Our two previous blog entries implied that there is a role games can play in driving the development of Reinforcement Learning algorithms. As the world’s m... (more…)