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Properties of the stochastic approximation EM algorithm with mini-batch sampling |
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| Authors: | Kuhn Estelle Matias Catherine Rebafka Tabea |
| Affiliation: | 1.MaIAGE, INRAE, Université Paris-Saclay, Jouy-en-Josas, France ;2.Laboratoire de Probabilités, Statistique et Modélisation (LPSM), Sorbonne Université, Université de Paris, CNRS, Paris, France ; |
| Abstract: | Statistics and Computing - To deal with very large datasets a mini-batch version of the Monte Carlo Markov Chain Stochastic Approximation Expectation–Maximization algorithm for general latent... |
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