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Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions

Aug 24, 2020
James McInerney, Brian Brost, Praveen Chandar, Rishabh Mehrotra, Ben Carterette


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Variational Tempering

May 28, 2016
Stephan Mandt, James McInerney, Farhan Abrol, Rajesh Ranganath, David Blei

* Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS 2016), pages 704-712 
* published version, 8 pages, 4 figures 

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Modeling User Exposure in Recommendation

Feb 04, 2016
Dawen Liang, Laurent Charlin, James McInerney, David M. Blei

* 11 pages, 4 figures. WWW'16 

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Dynamic Poisson Factorization

Sep 15, 2015
Laurent Charlin, Rajesh Ranganath, James McInerney, David M. Blei

* RecSys 2015 

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The Population Posterior and Bayesian Inference on Streams

Jul 21, 2015
James McInerney, Rajesh Ranganath, David M. Blei


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Learning Periodic Human Behaviour Models from Sparse Data for Crowdsourcing Aid Delivery in Developing Countries

Sep 26, 2013
James McInerney, Alex Rogers, Nicholas R. Jennings

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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