20 citations · 70 across the 24 of their papers we have counts for
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stat.AP2014★ 20 cited
Bayesian tracking and parameter learning for non-linear multiple target tracking models
Lan Jiang, Sumeetpal S. Singh, Sinan Yıldırım
We propose a new Bayesian tracking and parameter learning algorithm for non-linear non-Gaussian multiple target tracking (MTT) models. We design a Markov chain Monte Carlo (MCMC) a…
cs.LG2014★ 2 cited
An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models
Sinan Yildirim, A. Taylan Cemgil, Sumeetpal S. Singh
In this paper we formulate the nonnegative matrix factorisation (NMF) problem as a maximum likelihood estimation problem for hidden Markov models and propose online expectation-max…