Further readings

Structured Support Vector Machines

Tsochantaridis, Ioannis, et al. “Large margin methods for structured and interdependent output variables.” Journal of machine learning research 6.Sep (2005): 1453-1484.

Joachims, Thorsten, Thomas Finley, and Chun-Nam John Yu. “Cutting-plane training of structural SVMs.” Machine Learning 77.1 (2009): 27-59.

Yu, Chun-Nam John, and Thorsten Joachims. “Learning structural svms with latent variables.” Proceedings of the 26th annual international conference on machine learning. ACM, 2009.

Bayesian Non-Parametrics

Gershman, Samuel J., and David M. Blei. “A tutorial on Bayesian nonparametric models.” Journal of Mathematical Psychology 56.1 (2012): 1-12.

Orbanz, Peter, and Yee Whye Teh. “Bayesian nonparametric models.” Encyclopedia of Machine Learning. Springer US, 2011. 81-89.


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Further Readings - Volodymyr Kuleshov