Browse by Author

Conference Paper

Hada, DV and M, V and Shevade, SK (2021) ReXPlug: Explainable Recommendation using Plug-and-Play Language Model. In: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021, 11-15 Jul 2021, pp. 81-91.

Asharaf, S and Narasimha Murty, M and Shevade, SK (2007) Multiclass Core Vector Machine. In: International Conference on Machine Learning (ICML-07), 2007, June 2007, New York, NY.

Asharaf, S and Murty, M Narasimha and Shevade, SK (2007) Cluster based training for scaling non-linear support vector machines. In: International Conference on Computing - Theory and Applications, MAR 05-07, 2007, Kolkata.

Asharaf, S and Murty, Narasimha M and Shevade, SK (2006) Cluster based core vector machine. In: 6th IEEE International Conference on Data Mining,, Dec 18-22, 2006, Hong Kong, pp. 1038-1042.

Shevade, SK and Chu, Wei (2006) Minimum enclosing spheres formulations for support vector ordinal regression. In: 6th IEEE International Conference on Data Mining,, Dec 18-22, 2006, Hong Kong, Peoples R China, pp. 1054-1058.

Asharaf, S and Shevade, SK and Murty, Narasimha M (2006) Scalable non-linear Support Vector Machine using hierarchical clustering. In: 18th International Conference on Pattern Recognition (ICPR 2006), AUG 20-24, 2006, Hong Kong, pp. 908-911.

Shevade, SK and Sundararajan, S and Keerthi, SS (2004) Predictive Approaches for Sparse Model Learning. In: 11th International Conference on Neural Information Processing:ICONIP 2004(Lecture Notes in Computer Science), 22-25 November , 2004, Calcutta, India, Vol.3316, 434-439.

Departmental Technical Report

Asharaf, S and Shevade, SK and Murty, Narasimha M (2006) Scalable Rough Support Vector Clustering. CSA/ISL/ASH 0001.

Journal Article

Asharaf, S and Murty, Narasimha M and Shevade, SK (2006) Rough set based incremental clustering of interval data. In: Pattern Recognition Letters, 27 (6). pp. 515-519.

Keerthi, SS and Duan, KB and Shevade, SK and Poo, AN (2005) A fast dual algorithm for kernel logistic regression. In: Machine Learning, 61 (1-3). pp. 151-165.

Asharaf, S and Shevade, SK and Murty, Narasimha M (2005) Rough support vector clustering. In: Pattern Recognition, 38 (10). pp. 1779-1783.

Shevade, SK and Keerthi, SS (2003) A simple and efficient algorithm for gene selection using sparse logistic regression. In: Bioinformatics, 19 (17). pp. 2246-2253.

Keerthi, SS and Shevade, SK and Bhattacharyya, C and Murthy, KRK (2001) Improvements to Platt's SMO algorithm for SVM classifier design. In: Neural Computation, 13 (3). pp. 637-649.

Shevade, SK and Keerthi, SS and Bhattacharyya, C and Murthy, KRK (2000) Improvements to the SMO algorithm for SVM regression. In: IEEE Transactions on Neural Networks, 11 (5). pp. 1188-1193.

Keerthi, SS and Shevade, SK and Bhattacharyya, C and Murthy, KRK (2000) A Fast Iterative Nearest Point Algorithm for Support Vector Machine Classifier Design. In: IEEE Transactions on Neural Networks, 11 (1). pp. 124-136.