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Novel and Efficient Approximations for Zero-One Loss of Linear Classifiers


Feb 28, 2019
Hiva Ghanbari, Minhan Li, Katya Scheinberg

* arXiv admin note: text overlap with arXiv:1802.02535 

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Directly and Efficiently Optimizing Prediction Error and AUC of Linear Classifiers


Feb 07, 2018
Hiva Ghanbari, Katya Scheinberg


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Proximal Quasi-Newton Methods for Regularized Convex Optimization with Linear and Accelerated Sublinear Convergence Rates


Oct 17, 2017
Hiva Ghanbari, Katya Scheinberg


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Black-Box Optimization in Machine Learning with Trust Region Based Derivative Free Algorithm


Mar 20, 2017
Hiva Ghanbari, Katya Scheinberg


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