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Diversifying Sparsity Using Variational Determinantal Point Processes

Nov 23, 2014
Nematollah Kayhan Batmanghelich, Gerald Quon, Alex Kulesza, Manolis Kellis, Polina Golland, Luke Bornn

* 9 pages, 3 figures 

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Expectation-Maximization for Learning Determinantal Point Processes

Nov 04, 2014
Jennifer Gillenwater, Alex Kulesza, Emily Fox, Ben Taskar

* Neural Information Processing Systems (NIPS), 2014 

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Determinantal point processes for machine learning

Jan 10, 2013
Alex Kulesza, Ben Taskar

* Foundations and Trends in Machine Learning: Vol. 5: No 2-3, pp 123-286 
* 120 pages 

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Markov Determinantal Point Processes

Oct 16, 2012
Raja Hafiz Affandi, Alex Kulesza, Emily B. Fox

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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Learning Determinantal Point Processes

Feb 14, 2012
Alex Kulesza, Ben Taskar

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