Parag Chandakkar

Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning

Multiple-instance learning (MIL) is a unique learning problem in which training data labels are available only for collections of objects (called bags) instead of individual objects (called instances). A plethora of approaches have been developed to solve this problem in the past years. Popular meth…