Multiple-Instance Regression with Structured Data
Published • Dec 1, 2008
NobleIDNI1P54W25R99S21
Authors:,,
Kiri L. Wagstaff
Terran Lane
Alex Roper
Abstract
We present a multiple-instance regression algorithm that models internal bag structure to identify the items most relevant to the bag labels. Multiple-instance regression (MIR) operates on a set of bags with real-valued labels, each containing a set of unlabeled items, in which the relevance of each...
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