Probe-Efficient Learning
Published in University of Alberta Library • Jan 1, 2013
Authors:
Navid Zolghadr
Abstract
This work introduces the “online probing” problem: In each round, the learner is able to purchase the values of a subset of features for the current instance. After the learner uses this information to produce a prediction for this instance, it then has the option of paying for seeing the full loss ...
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