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09/28/2018
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE
Making decisions requires information relevant to the task at hand. Many...
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07/06/2016
Bayesian nonparametrics for Sparse Dynamic Networks
We propose a Bayesian nonparametric prior for time-varying networks. To ...
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03/17/2014
A reversible infinite HMM using normalised random measures
We present a nonparametric prior over reversible Markov chains. We use c...
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03/13/2013
A dependent partition-valued process for multitask clustering and time evolving network modelling
The fundamental aim of clustering algorithms is to partition data points...
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07/19/2012
SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases
The Internet has enabled the creation of a growing number of large-scale...
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06/27/2012