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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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