Simon Peyton Jones

Simultaneous Missing Value Imputation and Structure Learning with Groups

Learning structures between groups of variables from data with missing values is an important task in the real world, yet difficult to solve. One typical scenario is discovering the structure among topics in the education domain to identify learning pathways. Here, the observations are student perfo…