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Picture for Katherine A. Heller

An inner-loop free solution to inverse problems using deep neural networks

Nov 14, 2017
Qi Wei, Kai Fan, Lawrence Carin, Katherine A. Heller

* 2017 Conference on Neural Information Processing Systems (NIPS) 

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Parallelizing MCMC with Random Partition Trees

Oct 26, 2015
Xiangyu Wang, Fangjian Guo, Katherine A. Heller, David B. Dunson

* 25 pages, 9 figures 

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Bayesian Rose Trees

Mar 15, 2012
Charles Blundell, Yee Whye Teh, Katherine A. Heller

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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