A discrete regularization for probabilistic graphical models

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Kriukova Galyna

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Reference24 articles.

1. L. Song, A. Gretton, and C. Guestrin, “Nonparametric tree graphical models,” in Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, Vol. 9, edited by Y. W. Teh and M. Titterington (PMLR, Chia Laguna Resort, Sardinia, Italy, 2010), pp. 765–772.

2. Z. Harchaoui, F. Vallet, A. Lung-Yut-Fong, and O. Cappe, “A regularized kernel-based approach to unsupervised audio segmentation,” in 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (2009), pp. 1665–1668.

3. Kernel Mean Embedding of Distributions: A Review and Beyond

4. A. Smola, A. Gretton, L. Song, and B. Schölkopf, “A hilbert space embedding for distributions,” in Algorithmic Learning Theory, edited by M. Hutter, R. A. Servedio, and E. Takimoto (Springer Berlin Heidelberg, Berlin, Heidelberg, 2007), pp. 13–31.

5. L. Song, B. Boots, S. M. Siddiqi, G. Gordon, and A. Smola, “Hilbert space embeddings of hidden markov models,” in Proceedings of the 27th International Conference on International Conference on Machine Learning, ICML’10 (Omnipress, USA, 2010), pp. 991–998.

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