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An Efficient Newton Method for Extreme Similarity Learning with Nonlinear Embeddings.

, , , and . CoRR, (2020)

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An Ensemble of Three Classifiers for KDD Cup 2009: Expanded Linear Model, Heterogeneous Boosting, and Selective Naive Bayes., , , , , , , , , and 5 other author(s). KDD Cup, volume 7 of JMLR Proceedings, page 57-64. JMLR.org, (2009)Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel., and . Neural Comput., 15 (7): 1667-1689 (2003)Formulations of Support Vector Machines: A Note from an Optimization Point of View.. Neural Comput., 13 (2): 307-317 (2001)Projected gradient methods for nonnegative matrix factorization. Neural computation, 19 (10): 2756--2779 (2007)An Improved GLMNET for L1-regularized Logistic Regression., , and . J. Mach. Learn. Res., (2012)A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification., , , and . J. Mach. Learn. Res., (2010)Iteration complexity of feasible descent methods for convex optimization., and . J. Mach. Learn. Res., 15 (1): 1523-1548 (2014)A comparison of methods for multiclass support vector machines., and . IEEE Trans. Neural Networks, 13 (2): 415-425 (2002)LIBSVM: A library for support vector machines., and . ACM TIST, 2 (3): 27:1-27:27 (2011)Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation., , , , , , , , , and 15 other author(s). KDD Cup, volume 18 of JMLR Proceedings, page 101-135. JMLR.org, (2012)