Publications

Found 7 results

Filters: author is Shevade  [Clear All Filters]
2007
A Fast Tracking Algorithm for Generalized LARS/LASSO. Keerthi, S.S.; Shevade, S.K. , IEEE Transactions on Neural Networks, Volume 18, Number 4, (2007)
Fast Generalized Cross-Validation Algorithm for Sparse Model Learning. Sundararajan, S.; Shevade, S.K.; Keerthi, S.S. , Neural Computation, Volume 19, Number 1, p.283-301, (2007)
2005
A Fast Dual Algorithm for Kernel Logistic Regression. Keerthi, S.S.; Duan, K.; Shevade, S.; Poo, A. , Machine Learning, Volume 61, Number 1-3, p.151-165, (2005)
2004
Predictive Approaches for Sparse Model Learning. Shevade, S.K.; Sundararajan, S.; Keerthi, S.S. , ICONIP, p.434-439, (2004)
2003
A simple and efficient algorithm for gene selection using sparse logistic regression. Shevade, S.K.; Keerthi, S.S. , Bioinformatics, Volume 19, Number 17, p.2246-2253, (2003)
Multi-category Classification by Soft-Max Combination of Binary Classifiers. Duan, K.; Keerthi, S.S.; Chu, W.; Shevade, S.K.; Poo, A.N. , Multiple Classifier Systems, p.125-134, (2003)
SMO Algorithm for Least-Squares SVM Formulation. Keerthi, S.S.; Shevade, S.K. , Neural Computation, Volume 15, Number 2, p.487-507, (2003)
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