1;3409;0c Multiple Instance Regression

Multiple Instance Regression

18th International Conference on Machine Learning, 2001
Pages: 425-432



This paper introduces multiple instance regression, a variant of multiple regression in which each data point may be described by more than one vector of values for the independent variables. The goals of this work are to (1) understand the computational complexity of the multiple instance regression task and (2) develop an ecient algorithm that is superior to ordinary multiple regression when applied to multiple instance data sets.