Publications

  • Journal Papers
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    • Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, Arkadi Nemirovskii : Efficient methods for Robust Classification under Uncertainty in Kernel Matrices (pdf). Accepted for Journal of Machine Learning Research
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    • Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, J. Saketha Nath: Chance constrained uncertain classification via robust optimization (pdf). Mathematical Programming Series B. 127(1): 145-173 (2011)
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    • Pannagadatta K. Shivaswamy, Chiranjib Bhattacharyya, Alexander J. Smola: Second Order Cone Programming Approaches for Handling Missing and Uncertain Data (pdf). Journal of Machine Learning Research 7: 1283-1314 (2006)
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    • Chiranjib Bhattacharyya, L. R. Grate, Michael I. Jordan, Laurent El Ghaoui, I. Saira Mian: Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data (pdf). Journal of Computational Biology 11(6): 1073-1089 (2004)

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  • Conference Preceedings
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    • Sahely Bhadra, Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Aharon Ben-Tal: Robust Formulations for Handling Uncertainty in Kernel Matrices (pdf). ICML 2010: 71-78
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    • Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya: Interval Data Classification under Partial Information: A Chance-Constraint Approach (pdf). PAKDD 2009: 208-219
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    • Chiranjib Bhattacharyya, Pannagadatta K. Shivaswamy, Alex J. Smola: A Second Order Cone programming Formulation for Classifying Missing Data (pdf). NIPS 2004