Bag-of-Components: An Online Algorithm for Batch Learning of Mixture Models

Author:

Schwander Olivier,Nielsen Frank

Publisher

Springer International Publishing

Reference10 articles.

1. Banerjee, A., Merugu, S., Dhillon, I.S., Ghosh, J.: Clustering with Bregman divergences. J. Mach. Learn. Res. 6, 1705–1749 (2005)

2. Cappé, O., Moulines, E.: On-line expectation-maximization algorithm for latent data models. J. R. Stat. Soc.: Ser. B (Stat. Methodol.) 71(3), 593–613 (2009)

3. Celeux, G., Govaert, G.: A classification EM algorithm for clustering and two stochastic versions. Comput. Stat. Data Anal. 14(3), 315–332 (1992). doi: 10.1016/0167-9473(92)90042-E

4. Lecture Notes in Computer Science;G Chen,2011

5. Feldman, D., Faulkner, M., Krause, A.: Scalable training of mixture models via coresets. In: Advances in Neural Information Processing Systems, pp. 2142–2150 (2011)

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