J. Saketha Nath
J. Saketha Nath
Associate Professor, Dept. of CSE, IIT Hyderabad.
Verified email at iith.ac.in - Homepage
TitleCited byYear
On the algorithmics and applications of a mixed-norm based kernel learning formulation
SN Jagarlapudi, G Dinesh, S Raman, C Bhattacharyya, A Ben-Tal, R Kr
Advances in neural information processing systems, 844-852, 2009
592009
Variable sparsity kernel learning
J Aflalo, A Ben-Tal, C Bhattacharyya, JS Nath, S Raman
Journal of Machine Learning Research 12 (Feb), 565-592, 2011
532011
Maximum margin classifiers with specified false positive and false negative error rates
JS Nath, C Bhattacharyya
Proceedings of the 2007 SIAM International Conference on Data Mining, 35-46, 2007
482007
Chance constrained uncertain classification via robust optimization
A Ben-Tal, S Bhadra, C Bhattacharyya, JS Nath
Mathematical programming 127 (1), 145-173, 2011
472011
Maximum mean discrepancy for class ratio estimation: Convergence bounds and kernel selection
A Iyer, S Nath, S Sarawagi
International Conference on Machine Learning, 530-538, 2014
402014
On p-norm path following in multiple kernel learning for non-linear feature selection
P Jawanpuria, M Varma, S Nath
International conference on machine learning, 118-126, 2014
272014
Clustering based large margin classification: a scalable approach using socp formulation
JS Nath, C Bhattacharyya, MN Murty
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
252006
An efficient clustering scheme using support vector methods
JS Nath, SK Shevade
Pattern Recognition 39 (8), 1473-1480, 2006
242006
Multi-task Multiple Kernel Learning
P Jawanpuria, SN Jagarlapudi
SIAM International Conference on Data Mining, 828-838, 2011
192011
Detecting turnarounds in sentiment analysis: Thwarting
A Ramteke, A Malu, P Bhattacharyya, JS Nath
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
172013
A Convex Feature Learning Formulation for Latent Task Structure Discovery
P Jawanpuria, SN Jagarlapudi
29th International Conference on Machine Learning (ICML-12), 137-144, 2012
172012
Efficient rule ensemble learning using hierarchical kernels
P Jawanpuria, JS Nath, G Ramakrishnan
162011
Focused crawling with scalable ordinal regression solvers
R Babaria, SN Jagarlapudi, K S, S KR, C Bhattacharyya, MN Murty
Proceedings of the 24th International conference on Machine learning, 57-64, 2007
152007
Generalized hierarchical kernel learning
P Jawanpuria, JS Nath, G Ramakrishnan
Journal of Machine Learning Research 16 (20), 617-652, 2015
122015
Interval data classification under partial information: A chance-constraint approach
S Bhadra, JS Nath, A Ben-Tal, C Bhattacharyya
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 208-219, 2009
112009
Privacy-preserving class ratio estimation
AS Iyer, JS Nath, S Sarawagi
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
52016
Robust formulations for clustering-based large-scale classification
SN Jagarlapudi, A Ben-Tal, C Bhattacharyya
Optimization and Engineering 14 (2), 225-250, 2013
22013
Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data
A Maheshwari, V Kumar, G Ramakrishnan, JS Nath
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
2018
Learning Algorithms using Chance-Constrained Programs
SN Jagarlapudi
Indian Institute of Science BANGALORE, 2007
2007
Efficient Rule Ensemble Learning using Hierarchical Kernels
JS Nath
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