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DynamicPPL: Stan-like Speed for Dynamic Probabilistic Models
We present the preliminary high-level design and features of DynamicPPL....
02/07/2020 ∙ by Mohamed Tarek, et al. ∙
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On the Secrecy Rate of Spatial Modulation Based Indoor Visible Light Communications
In this paper, we investigate the physical-layer security for a spatial ...
06/22/2019 ∙ by Jin-Yuan Wang, et al. ∙
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Bayesian Learning of Sum-Product Networks
Sum-product networks (SPNs) are flexible density estimators and have rec...
05/26/2019 ∙ by Martin Trapp, et al. ∙
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Adaptive Spatial Modulation for Visible Light Communications with an Arbitrary Number of Transmitters
As a power and bandwidth efficient modulation scheme, the optical spatia...
07/26/2018 ∙ by Jin-Yuan Wang, et al. ∙
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Dirichlet Fragmentation Processes
Tree structures are ubiquitous in data across many domains, and many dat...
09/16/2015 ∙ by Hong Ge, et al. ∙
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A Linear-Time Particle Gibbs Sampler for Infinite Hidden Markov Models
Infinite Hidden Markov Models (iHMM's) are an attractive, nonparametric ...
05/03/2015 ∙ by Nilesh Tripuraneni, et al. ∙
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