Prediction of Sparse User-Item Consumption Rates with Zero-Inflated Poisson Regression

Author:

Lichman Moshe1,Smyth Padhraic1

Affiliation:

1. University of California, Irvine, Irvine, CA, USA

Funder

National Science Foundation

Google Faculty Award

Publisher

ACM Press

Reference24 articles.

1. Austin R Benson, Ravi Kumar, and Andrew Tomkins. 2016. Modeling user consumption sequences. In Proceedings of the 25th International Conference on World Wide Web. ACM Press, 519--529.

2. A Colin Cameron and Pravin K Trivedi. 2013. Regression Analysis of Count Data. Cambridge University Press.

3. Laurent Charlin, Rajesh Ranganath, James McInerney, and David M Blei. 2015. Dynamic Poisson factorization. In Proceedings of the 9th ACM Conference on Recommender Systems. ACM Press, 155--162.

4. Nathaniel D Daw, John P O'Doherty, Peter Dayan, Ben Seymour, and Raymond J Dolan. 2006. Cortical substrates for exploratory decisions in humans. Nature Vol. 441 (2006), 876--879.

5. Peter Diggle, Patrick Heagerty, Kung-Yee Liang, and Scott Zeger. 2002. Analysis of Longitudinal Data. Oxford University Press.

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