Browsing by Author S SATHIYA KEERTHI

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Issue DateTitleAuthor(s)
Jan-2004Bayesian support vector regression using a unified loss functionChu, W.; Keerthi, S.S. ; Ong, C.J. 
Sep-2003Bayesian trigonometric support vector classifierChu, W.; Keerthi, S.S. ; Ong, C.J. 
Nov-2001Computation of a penetration measure between 3D convex polyhedral objects for collision detectionSridharan, K.; Keerthi, S.S. 
Jan-2002Convergence of a generalized SMO algorithm for SVM classifier designKeerthi, S.S. ; Gilbert, E.G.
Dec-2006Developing parallel sequential minimal optimization for fast training support vector machineCao, L.J.; Keerthi, S.S. ; Ong, C.J. ; Uvaraj, P.; Fu, X.J.; Lee, H.P.
Sep-2002Efficient tuning of SVM hyperparameters using radius/margin bound and iterative algorithmsKeerthi, S.S. 
Apr-2003Evaluation of simple performance measures for tuning SVM hyperparametersDuan, K.; Keerthi, S.S. ; Poo, A.N. 
2004Extracting the knowledge embedded in support vector machinesFu, X.; Ong, C. ; Keerthi, S. ; Hung, G.G.; Goh, L.
Mar-2001Improvements to Platt's SMO algorithm for SVM classifier designKeerthi, S.S. ; Shevade, S.K.; Bhattacharyya, C.; Murthy, K.R.K.
Sep-2000Improvements to the SMO algorithm for SVM regressionShevade, S.K.; Keerthi, S.S. ; Bhattacharyya, C.; Murthy, K.R.K.
25-Feb-2000Information geometry and Plefka's mean-field theoryBhattacharyya, C.; Keerthi, S.S. 
Jul-2001Mean-field methods for a special class of belief networksBhattacharyya, C.; Keerthi, S.S. 
2003Multi-category classification by soft-max combination of binary classifiersDuan, K.; Keerthi, S.S. ; Chu, W.; Shevade, S.K.; Poo, A.N. 
2004On the effectiveness of latent semantic analysis for the categorization of call centre recordsMenon, R.; Keerthi, S.S. ; Loh, H.T. ; Brombacher, A.C.
Jul-2006Parallel sequential minimal optimization for the training of support vector machinesCao, L.J.; Keerthi, S.S. ; Ong, C.-J. ; Zhang, J.Q.; Periyathamby, U.; Fu, X.J.; Lee, H.P.
May-2001Predictive approaches for choosing hyperparameters in gaussian processesSundararajan, S.; Keerthi, S.S. 
2000Predictive approaches for choosing hyperparametrs in Gaussian ProcessesSundararajan, S.; Sathiya Keerthi, S. 
2002Reference governor control of constrained feedback systems using neural networksJahagirdar, H.; Keerthi, S.S. ; Ang Jr., M.H. 
Aug-2001Rule prepending and post-pruning approach to incremental learning of decision listsMurthy, K.R.K.; Keerthi, S.S. ; Murty, M.N.
2003SMO Algorithm for Least Squares SVMKeerthi, S.S. ; Shevade, S.K.