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    Author information
    First name: Sundararajan
    Last name: Sellamanickam
    DBLP: 35/9377
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    Below you find the publications which have been written by this author.

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    Conference paper
    Madhusudan Lakshmana, Sundararajan Sellamanickam, Shirish K. Shevade, Keerthi Selvaraj.
    Learning Semantically Coherent and Reusable Kernels in Convolution Neural Nets for Sentence Classification.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Dhruv Kumar Mahajan, Vishwajit Kolathur, Chetan Bansal, Suresh Parthasarathy, Sundararajan Sellamanickam, S. Sathiya Keerthi, Johannes Gehrke.
    Hashtag Recommendation for Enterprise Applications.
    Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016 2016 (0) 2016
    Conference paper
    Vinod Nair, Ameya Raul, Shwetabh Khanduja, Vikas Bahirwani, Sundararajan Sellamanickam, S. Sathiya Keerthi, Steve Herbert, Sudheer Dhulipalla.
    Learning a Hierarchical Monitoring System for Detecting and Diagnosing Service Issues.
    Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015 2015 (0) 2015
    Conference paper
    Tanuja Ganu, Sundararajan Sellamanickam, Shirish K. Shevade.
    Sparse Max-Margin Multiclass and Multi-label Classifier Design for Fast Inference.
    Proceedings of the 13th SIAM International Conference on Data Mining, May 2-4, 2013. Austin, Texas, USA. 2013 (0) 2013
    Journal article
    Balamurugan P., Shirish K. Shevade, Sundararajan Sellamanickam.
    Large Margin Semi-supervised Structured Output Learning.
    CoRR 2013, Volume 0 (0) 2013
    Journal article
    Rahul Kidambi, Vinod Nair, Sundararajan Sellamanickam, S. Sathiya Keerthi.
    A Structured Prediction Approach for Missing Value Imputation.
    CoRR 2013, Volume 0 (0) 2013
    Journal article
    Vinod Nair, Rahul Kidambi, Sundararajan Sellamanickam, S. Sathiya Keerthi, Johannes Gehrke, Vijay Narayanan.
    A Quantitative Evaluation Framework for Missing Value Imputation Algorithms.
    CoRR 2013, Volume 0 (0) 2013
    Conference paper
    Vinod Nair, Dhruv Kumar Mahajan, Sundararajan Sellamanickam.
    A unified approach to learning task-specific bit vector representations for fast nearest neighbor search.
    Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012 2012 (0) 2012
    Conference paper
    Paramveer S. Dhillon, S. Sathiya Keerthi, Kedar Bellare, Olivier Chapelle, Sundararajan Sellamanickam.
    Deterministic Annealing for Semi-Supervised Structured Output Learning.
    Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2012, La Palma, Canary Islands, April 21-23, 2012 2012 (0) 2012
    Conference paper
    Nakul Verma, Dhruv Kumar Mahajan, Sundararajan Sellamanickam, Vinod Nair.
    Learning hierarchical similarity metrics.
    2012 IEEE Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012 2012 (0) 2012
    Conference paper
    Sundararajan Sellamanickam, Charu Tiwari, S. Sathiya Keerthi.
    Regularized Structured Output Learning with Partial Labels.
    Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012. 2012 (0) 2012
    Conference paper
    Sundararajan Sellamanickam, Shirish K. Shevade.
    An Additive Model View to Sparse Gaussian Process Classifier Design
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Sundararajan Sellamanickam, S. Sathiya Keerthi.
    Predictive Approaches For Gaussian Process Classifier Model Selection
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Sundararajan Sellamanickam, S. Sathiya Keerthi.
    Graph Based Classification Methods Using Inaccurate External Classifier Information
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Sundararajan Sellamanickam, S. Sathiya Keerthi.
    Transductive Classification Methods for Mixed Graphs
    CoRR 2012, Volume 0 (0) 2012
    Journal article
    S. Sathiya Keerthi, Sundararajan Sellamanickam, Shirish K. Shevade.
    Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Dhruv Kumar Mahajan, Sundararajan Sellamanickam, Subhajit Sanyal, Amit Madaan.
    A Classification Based Framework for Concept Summarization.
    12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012 2012 (0) 2012
    Conference paper
    S. Sathiya Keerthi, Sundararajan Sellamanickam, Shirish K. Shevade.
    Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses.
    COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Posters, 8-15 December 2012, Mumbai, India 2012 (0) 2012
    Conference paper
    Dhruv Kumar Mahajan, Sundararajan Sellamanickam, Subhajit Sanyal, Amit Madaan.
    A classification based framework for concept summarization.
    Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume) 2011 (0) 2011
    Conference paper
    Sandeepkumar Satpal, Sahely Bhadra, Sundararajan Sellamanickam, Rajeev Rastogi, Prithviraj Sen.
    Web information extraction using Markov logic networks.
    Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume) 2011 (0) 2011
    Conference paper
    Sandeepkumar Satpal, Sahely Bhadra, Sundararajan Sellamanickam, Rajeev Rastogi, Prithviraj Sen.
    Web information extraction using markov logic networks.
    Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011 2011 (0) 2011
    Conference paper
    Sundararajan Sellamanickam, Priyanka Garg, Sathiya Keerthi Selvaraj.
    A pairwise ranking based approach to learning with positive and unlabeled examples.
    Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011 2011 (0) 2011
    Conference paper
    Sathiya Keerthi Selvaraj, Bigyan Bhar, Sundararajan Sellamanickam, Shirish K. Shevade.
    Semi-supervised SVMs for classification with unknown class proportions and a small labeled dataset.
    Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011 2011 (0) 2011
    Conference paper
    Paramveer S. Dhillon, Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj.
    Semi-supervised multi-task learning of structured prediction models for web information extraction.
    Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011 2011 (0) 2011
    Conference paper
    Dhruv Kumar Mahajan, Sundararajan Sellamanickam, Vinod Nair.
    A joint learning framework for attribute models and object descriptions.
    IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011 2011 (0) 2011
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