J. Saketha Nath
J. Saketha Nath
Associate Professor, Dept. of CSE, IIT Hyderabad.
Verified email at iith.ac.in - Homepage
Title
Cited by
Cited by
Year
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, S Sonnenburg
Journal of Machine Learning Research 12 (2), 2011
552011
Chance constrained uncertain classification via robust optimization
A Ben-Tal, S Bhadra, C Bhattacharyya, JS Nath
Mathematical programming 127 (1), 145-173, 2011
492011
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
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
452014
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
242006
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
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
182012
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
Efficient rule ensemble learning using hierarchical kernels
P Jawanpuria, JS Nath, G Ramakrishnan
ICML, 2011
172011
Generalized hierarchical kernel learning
P Jawanpuria, JS Nath, G Ramakrishnan
Journal of Machine Learning Research 16 (20), 617-652, 2015
152015
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
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
Multiple kernel learning
JS Nath
102004
Privacy-preserving class ratio estimation
AS Iyer, JS Nath, S Sarawagi
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
72016
Robust formulations for clustering-based large-scale classification
SN Jagarlapudi, A Ben-Tal, C Bhattacharyya
Optimization and Engineering 14 (2), 225-250, 2013
22013
Statistical Optimal Transport posed as Learning Kernel Embedding
JS Nath, P Jawanpuria
arXiv preprint arXiv:2002.03179, 2020
2020
Optimizing DNN Architectures for High Speed Autonomous Navigation in GPS Denied Environments on Edge Devices
CB Prafull Prakash, Chaitanya Murti, J. Saketha Nath
THE 16TH PACIFIC RIM INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 2 …, 2019
2019
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