Active Information Acquisition

Eye movements during visual search: The costs of choosing the optimal path

Araujo, Christian, Kowler, Eileen, and Pavel, Misha · 2001

Earlier work this paper cites.

Vowpal Wabbit

Langford, John · 2007

Earlier work this paper cites.

A survey of learning-based techniques of email spam filtering

Blanzieri, Enrico and Bryl, Anton · 2008

Earlier work this paper cites.

Learning when to stop thinking and do something!

Póczos, Barnabás, Abbasi-Yadkori, Yasin, Szepesvári, Csaba, Greiner, Russell, and Sturtevant, Nathan · 2009

Earlier work this paper cites.

Text classification: a sequential reading approach

Dulac-Arnold, Gabriel, Denoyer, Ludovic, and Gallinari, Patrick · 2011

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Active classification based on value of classifier

Gao, Tianshi and Koller, Daphne · 2011

Earlier work this paper cites.

A reduction of imitation learning and structured prediction to no-regret online learning

Ross, Stéphane, Gordon, Geoffrey J., and Bagnel, J. Andrew · 2011

Cited alongside, same era.

Classifier cascade for minimizing feature evaluation cost

Chen, Minmin, Xu, Zhixiang (Eddie), Weinberger, Kilian Q., Chapelle, Olivier, and Kedem, Dor · 2012

Cited alongside, same era.

Imitation learning by coaching

He, He, Daumé III, Hal, and Eisner, Jason · 2012

Cited alongside, same era.

Selecting actions for resource-bounded information extraction using reinforcement learning

Kanani, Pallika H and McCallum, Andrew K · 2012

Cited alongside, same era.

Efficient programmable learning to search

Daumé III, Hal, Langford, John, and Ross, Stéphane · 2014

Cited alongside, same era.

Sequentially generated instance-dependent image representations for classification

Dulac-Arnold, Gabriel, Denoyer, Ludovic, Thome, Nicolas, Cord, Matthieu, and Gallinari, Patrick · 2014

Recurrent models of visual attention

Mnih, Volodymyr, Heess, Nicolas, Graves, Alex, et al · 2014

Later among the works it cites.

Very deep convolutional networks for large-scale image recognition

Original

Simonyan, Karen and Zisserman, Andrew · 2014

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Learning wake-sleep recurrent attention models

Ba, Jimmy, Salakhutdinov, Ruslan R, Grosse, Roger B, and Frey, Brendan J · 2015

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Learning to search better than your teacher

Chang, Kai-Wei, Krishnamurthy, Akshay, Agarwal, Alekh, Daumé III, Hal, and Langford, John · 2015

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Early classification of time series as a non myopic sequential decision making problem

Dachraoui, Asma, Bondu, Alexis, and Cornuéjols, Antoine · 2015

Later among the works it cites.

Image-based recommendations on styles and substitutes