Active feature elicitation: An unified framework

We consider the problem of active feature elicitation in which, given some examples with all the features (say, the full Electronic Health Record), and many examples with some of the features (say, demographics), the goal is to identify the set of examples on which more information (say, lab tests)...

Full description

Bibliographic Details

Published in:	Frontiers in Artificial Intelligence
Main Authors:	Srijita Das, Nandini Ramanan, Gautam Kunapuli, Predrag Radivojac, Sriraam Natarajan
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-03-01
Subjects:	active learning feature elicitation classification healthcare sample-efficiency
Online Access:	https://www.frontiersin.org/articles/10.3389/frai.2023.1029943/full