Support Vector Ordinal Regression von Chu, Wei, Keerthi, S. Sathiya

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Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel von Keerthi, S. Sathiya, Lin, Chih-Jen

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Which Is the Best Multiclass SVM Method? An Empirical Study von Duan, Kai-Bo, Keerthi, S. Sathiya

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Distributed Newton Methods for Deep Neural Networks von Wang, Chien-Chih, Tan, Kent Loong, Chen, Chun-Ting, Lin, Yu-Hsiang, Keerthi, S. Sathiya, Mahajan, Dhruv, Sundararajan, S., Lin, Chih-Jen

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An improved conjugate gradient scheme to the solution of least squares SVM von Wei Chu, Chong Jin Ong, Keerthi, S.S.

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Fast Generalized Cross-Validation Algorithm for Sparse Model Learning von Sundararajan, S, Shevade, Shirish, Keerthi, S. Sathiya

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Efficient tuning of SVM hyperparameters using radius/margin bound and iterative algorithms von Keerthi, S.S.

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Multi-category Classification by Soft-Max Combination of Binary Classifiers von Duan, Kaibo, Keerthi, S. Sathiya, Chu, Wei, Shevade, Shirish Krishnaj, Poo, Aun Neow

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Bayesian support vector regression using a unified loss function von Wei Chu, Keerthi, S.S., Chong Jin Ong

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A Fast Tracking Algorithm for Generalized LARS/LASSO von Keerthi, S.S., Shevade, S.

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An efficient method for computing leave-one-out error in support vector machines with Gaussian kernels von Lee, M.M.S., Keerthi, S.S., Chong Jin Ong, DeCoste, D.

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An efficient approach for the numerical simulation of multibody systems von Sudarsan, R., Sathiya Keerthi, S.

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Bayesian Trigonometric Support Vector Classifier von Chu, Wei, Keerthi, S. Sathiya, Ong, Chong Jin

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AD DELIVERY WITH BUDGETED ADVERTISERS: A COMPREHENSIVE LP APPROACH von Abrams, Zoë, Keerthi, S Sathiya, Mendelevitch, Ofer, Tomlin, John A

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Evaluation of simple performance measures for tuning SVM hyperparameters von Duan, Kaibo, Keerthi, S.Sathiya, Poo, Aun Neow

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Information geometry and Plefka's mean-field theory von Bhattacharyya, C, Keerthi, S Sathiya

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A stochastic connectionist approach for global optimization with application to pattern clustering von Babu, G.P., Murty, N.M., Keerthi, S.S.

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A tutorial survey of reinforcement learning von Sathiya Keerthi, S, Ravindran, B

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Regional pole placement of multivariable systems under control structure constraints von Keerthi, S.S., Phatak, H.S.

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The approximate parametrization of the curve of intersection of implicit surfaces von Venugopal, K., Sathiya Keerthi, S.

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