Alexander Greaves-Tunnell

A Statistical Investigation of Long Memory in Language and Music

Representation and learning of long-range dependencies is a central challenge confronted in modern applications of machine learning to sequence data. Yet despite the prominence of this issue, the basic problem of measuring long-range dependence, either in a given data source or as represented in a t…