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Kasinikota, Anusha and Balamurugan, P and Shevade, Shirish (2018) Modeling Label Interactions in Multi-label Classification: A Multi-structure SVM Perspective. In: 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), JUN 03-06, 2018, Deakin Univ, Melbourne, AUSTRALIA, pp. 43-55.
Padmanabhan, Divya and Bhat, Satyanath and Shevade, Shirish and Narahari, Y (2016) Topic Model Based Multi-Label Classification. In: 28th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), NOV 06-08, 2016, San Jose, CA, pp. 996-1003.
Tholpadi, Goutham and Bhattacharyya, Chiranjib and Shevade, Shirish (2015) Translation Induction on Indian Language Corpora Using Translingual Themes from Other Languages. In: 16th Annual Conference on Intelligent Text Processing and Computational Linguistics (CICLing), APR 14-20, 2015, Nile Univ, Cairo, EGYPT, pp. 505-519.
Chinta, Punya Murthy and Balamurugan, P and Shevade, Shirish and Murty, Narasimha M (2013) Optimizing F-Measure with Non-Convex Loss and Sparse Linear Classifiers. In: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), AUG 04-09, 2013, Dallas, TX.
Balamurugan, P and Shevade, Shirish and Babu, Ravindra T (2012) Efficient Algorithms for Linear Summed Error Structural SVMs. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)/International Joint Conference on Neural Networks (IJCNN)/IEEE Congress on Evolutionary Computation (IEEE-CEC)/IEEE World Congress on Computational Intelligence (IEEE-WCCI) , JUN 10-15, 2012 , Brisbane, AUSTRALIA.
Srijith, PK and Shevade, Shirish and Sundararajan, S (2012) Probabilistic least squares approach to ordinal regression. In: Proceedings of the 25th Australasian Joint Conference, December 4-7, 2012, Sydney, Australia.
Kakkar, Vishal and Shevade, Shirish and Sundararajan, S and Garg, Dinesh (2017) A Sparse Nonlinear Classifier Design Using AUC Optimization. In: 17th SIAM International Conference on Data Mining, SDM 2017, 27 - 29 April 2017, Houston, pp. 291-299.
Tholpadi, Goutham and Das, Mrinal Kanti and Bhattacharyya, Chiranjib and Shevade, Shirish (2012) Cluster labeling for multilingual scatter/gather using comparable corpora. In: ECIR 2012, 34th European Conference on IR Research, April 1-5, 2012, Barcelona, Spain.
Selvaraj, Sathiya Keerthi and Sellamanickam, Sundararajan and Shevade, Shirish (2012) Extension of TSVM to multi-class and hierarchical text classification problems With general losses. In: 24th International Conference on Computational Linguistics, 2012, Dec 8-15, 2012 , Mumbai, India.
Chaudhari, Sneha and Shevade, Shirish (2012) Learning from positive and unlabelled examples using maximum margin clustering. In: ICONIP 2012 19th International Conference, November 12-15, 2012, Doha, Qatar.
Garg, Dinesh and Bhattacharya, Sourangshu and Sundararajan, S and Shevade, Shirish (2012) Mechanism design for cost optimal PAC learning in the presence of strategic noisy annotators. In: UAI 2012 : 28th Conference on Uncertainty in Artificial Intelligence, August 15-17, 2012, Catalina Island, USA.
Srijith, PK and Shevade, Shirish (2012) Multi-task learning using shared and task specific information. In: ICONIP 2012 19th International Conference, November 12-15, 2012, Doha, Qatar.
Balamurugan, P and Shevade, Shirish and Babu, Ravindra T (2012) Sequential alternating proximal method for scalable sparse structural SVMs. In: 2012 IEEE 12th International Conference on Data Mining (ICDM), 10-13 Dec. 2012, Brussels, BELGIUM, pp. 61-70.
Srijith, PK and Shevade, Shirish and Sundararajan, S (2012) Validation based sparse Gaussian processes for ordinal regression. In: ICONIP 2012 19th International Conference, November 12-15, 2012, Doha, Qatar.
Selvaraj, Sathiya Keerthi and Bhar, Bigyan and Sellamanickam, Sundararajan and Shevade, Shirish (2011) Semi-supervised SVMs for classification with unknown class proportions and a small labeled dataset. In: Proceedings of the 20th ACM international Conference on Information and Knowledge Management, 2011, New York, NY, USA.
Garg, Dinesh and Sundararajan, Sellamanickam and Shevade, Shirish (2011) A game theoretic approach for feature clustering and its application to feature selection. In: Advances in Knowledge Discovery and Data Mining, 2011, Heidelberg.
Balamurugan, P and Shevade, Shirish and Sundararajan, S and Keerthi, Sathiya S (2011) A sequential dual method for structural SVMs. In: 2011 SIAM International Conference on Data Mining (SDM), April 28-30,2011, Mesa, Arizona, USA.
Patel, Amrish and Sundararajan, S and Shevade, Shirish (2010) Semi-Supervised Classification Using Sparse Gaussian Process Regression. In: 21st Internation Joint Conference on Artifical Intelligence (IJCAI-09), JUL 11-17, 2009 , Pasadena, CA, pp. 1193-1198.
Tholpadi, Goutham and Bhattacharyya, Chiranjib and Shevade, Shirish (2017) Corpus-Based Translation Induction in Indian Languages Using Auxiliary Language Corpora from Wikipedia. In: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 16 (3).
Balamurugan, P and Shevade, Shirish and Sundararajan, S (2015) A Simple Label Switching Algorithm for Semisupervised Structural SVMs. In: NEURAL COMPUTATION, 27 (10). pp. 2183-2206.
Balamurugan, P and Shevade, Shirish and Babu, Ravindra T (2014) Scalable sequential alternating proximal methods for sparse structural SVMs and CRFs. In: KNOWLEDGE AND INFORMATION SYSTEMS, 38 (3). pp. 599-621.
Reddy, Sathish I and Shevade, Shirish and Murty, MN (2011) A fast quasi-Newton method for semi-supervised SVM. In: Pattern Recognition, 44 (10-11,). pp. 2305-2313.
Shevade, Shirish and Sundararajan, S (2009) Validation-Based Sparse Gaussian Process Classifier Design. In: Neural Computation, 21 (7). pp. 2082-2103.
Keerthi, Sathiya S and Shevade, Shirish (2007) A Fast Tracking Algorithm for Generalized LARS/LASSO. In: IEEE Transactions on Neural Networks, 18 (6). pp. 1826-1830.
Sundararajan, S and Shevade, Shirish and Keerthi, Sathiya S (2007) Fast Generalized Cross-Validation Algorithm for Sparse Model Learning. In: Neural Computation, 19 (1). pp. 283-301.
