MatrixNet and Applications

Abstract

MatrixNet is a machine learning tool developed and widely used at Yandex. Talk will cover its key advantages, some of the tricks used in the implementation, examples of applications in different services at Yandex. We will discuss how models are deployed into production, how are they tested. We will finish with some limitations of MatrixNet and show how to overcome them.

Video