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stat.ML2018★ 1 cited
Noisy Expectation-Maximization: Applications and Generalizations
Osonde Osoba, Bart Kosko
We present a noise-injected version of the Expectation-Maximization (EM) algorithm: the Noisy Expectation Maximization (NEM) algorithm. The NEM algorithm uses noise to speed up the…
stat.ML2014★ 1 cited
Noise Benefits in Expectation-Maximization Algorithms
Osonde Adekorede Osoba
This dissertation shows that careful injection of noise into sample data can substantially speed up Expectation-Maximization algorithms. Expectation-Maximization algorithms are a c…