Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems

On delayed prediction of individual sequences

Weinberger, M. J. and Ordentlich, E · 2002

Earlier work this paper cites.

On-line learning with delayed label feedback

Mesterharm, C · 2005

Earlier work this paper cites.

Prediction, learning, and games

Cesa-Bianchi, N. and Lugosi, G · 2006

Earlier work this paper cites.

Elements of Information Theory

Cover, T. M. and Thomas, J. A · 2006

Earlier work this paper cites.

The YouTube video recommendation system

Davidson, J., Liebald, B., Liu, J., Nandy, P., Van Vleet, T., Gargi, U., Gupta, S., He, Y., Lambert, M., Livingston, B., et al · 2010

Earlier work this paper cites.

Distributed delayed stochastic optimization

Agarwal, A. and Duchi, J · 2011

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Learning patient-specific cancer survival distributions as a sequence of dependent regressors

Yu, C.-N., Greiner, R., Lin, H.-C., and Baracos, V · 2011

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Online learning under delayed feedback

Joulani, P., György, A., and Szepesvári, C · 2013

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Modeling delayed feedback in display advertising

Chapelle, O · 2014

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Online learning with adversarial delays

Quanrud, K. and Khashabi, D · 2015

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Cheng, H.-T., Koc, L., Harmsen, J., Shaked, T., Chandra, T., Aradhye, H., Anderson, G., Corrado, G., Chai, W., Ispir, M., et al · 2016

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Gaussian processes for survival analysis

Fernández, T., Rivera, N., and Teh, Y. W · 2016

Later among the works it cites.

Introduction to online convex optimization

Hazan, E. et al · 2016

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Delay-tolerant online convex optimization: Unified analysis and adaptive-gradient algorithms

Joulani, P., György, A., and Szepesvári, C · 2016

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Nonstochastic bandits with composite anonymous feedback

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