Multi-Task Learning Improves Disease Models from Web Search-Reference-Cited by-同舟云学术

Multi-Task Learning Improves Disease Models from Web Search

Published:2018 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18
language:
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Author:

Zou Bin¹,Lampos Vasileios¹,Cox Ingemar²

Affiliation:

1. University College London, London, United Kingdom

2. University College London & University of Copenhagen, London, United Kingdom

Funder

Engineering and Physical Sciences Research Council

Publisher

ACM Press

Reference56 articles.

1. A. H. Abdulnabi, G. Wang, J. Lu, and K. Jia . 2015. Multi-Task CNN Model for Attribute Prediction. IEEE Transactions on Multimedia Vol. 17, 11 (2015), 1949--1959.

2. A. Argyriou, T. Evgeniou, and M. Pontil . 2006. Multi-Task Feature Learning. In Proceedings of Advances in Neural Information Processing Systems 19.

3. A. Argyriou, T. Evgeniou, and M. Pontil . 2008. Convex Multi-Task Feature Learning. Machine Learning Vol. 73, 3 (2008), 243--272.

4. B. Bakker and T. Heskes . 2003. Task Clustering and Gating for Bayesian Multitask Learning. Journal of Machine Learning Research Vol. 4 (2003), 83--99.

5. E. Bakshy, S. Messing, and L. A. Adamic . 2015. Exposure to ideologically diverse news and opinion on Facebook. Science Vol. 348, 6239 (2015), 1130--1132.

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