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Tractable Semi-supervised Learning of Complex Structured Prediction Models.

, , and . ECML/PKDD (3), volume 8190 of Lecture Notes in Computer Science, page 176-191. Springer, (2013)

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Predictive App roaches for Choosing Hyperparameters in Gaussian Processes., and . NIPS, page 631-637. The MIT Press, (1999)Tractable Semi-supervised Learning of Complex Structured Prediction Models., , and . ECML/PKDD (3), volume 8190 of Lecture Notes in Computer Science, page 176-191. Springer, (2013)A Distributed Algorithm for Training Nonlinear Kernel Machines., , and . CoRR, (2014)An Empirical Evaluation of Sequence-Tagging Trainers., , , and . CoRR, (2013)A distributed block coordinate descent method for training $l_1$ regularized linear classifiers., , and . CoRR, (2014)VC Dimension Based Fuzzy Sigmoid Neural Network (VC-FSNN)., , and . IEEE Conf. on Intelligent Systems, page 318-323. IEEE, (2018)A Sequential Dual Method for Structural SVMs., , , and . SDM, page 223-234. SIAM / Omnipress, (2011)Distributed Newton Methods for Deep Neural Networks., , , , , , , and . CoRR, (2018)A distributed block coordinate descent method for training l1 regularized linear classifiers., , and . J. Mach. Learn. Res., (2017)Semi-Supervised Classification Using Sparse Gaussian Process Regression., , and . IJCAI, page 1193-1198. (2009)