Chiranjib Bhattacharyya
Chiranjib Bhattacharyya
Verified email at csa.iisc.ernet.in - Homepage
TitleCited byYear
Improvements to Platt's SMO algorithm for SVM classifier design
SS Keerthi, SK Shevade, C Bhattacharyya, KRK Murthy
Neural computation 13 (3), 637-649, 2001
18722001
Improvements to the SMO algorithm for SVM regression
SK Shevade, SS Keerthi, C Bhattacharyya, KRK Murthy
IEEE transactions on neural networks 11 (5), 1188-1193, 2000
9142000
A robust minimax approach to classification
GRG Lanckriet, LE Ghaoui, C Bhattacharyya, MI Jordan
Journal of Machine Learning Research 3 (Dec), 555-582, 2002
4732002
A fast iterative nearest point algorithm for support vector machine classifier design
SS Keerthi, SK Shevade, C Bhattacharyya, KRK Murthy
IEEE transactions on neural networks 11 (1), 124-136, 2000
4642000
Second order cone programming approaches for handling missing and uncertain data
PK Shivaswamy, C Bhattacharyya, AJ Smola
Journal of Machine Learning Research 7 (Jul), 1283-1314, 2006
2062006
Minimax probability machine
G Lanckriet, LE Ghaoui, C Bhattacharyya, MI Jordan
Advances in neural information processing systems, 801-807, 2002
1322002
Structured learning for non-smooth ranking losses
CB Soumen Chakrabarti,Rajiv Khanna, Uma Sawant
KDD, 88-96, 2008
114*2008
Exploiting coherence in reviews for discovering latent facets and associated sentiments
H Lakkaraju, C Bhattacharyya, I Bhattacharya, S Merugu
Proceedings of 2011 SIAM International Conference on Data Mining: April, 28-30, 2011
95*2011
A second order cone programming formulation for classifying missing data
C Bhattacharyya, PK Shivaswamy, AJ Smola
Advances in neural information processing systems, 153-160, 2005
782005
Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data
C Bhattacharyya, LR Grate, A Rizki, D Radisky, FJ Molina, MI Jordan, ...
Signal Processing 83 (4), 729-743, 2003
742003
Fréchet distance based approach for searching online handwritten documents
E Sriraghavendra, K Karthik, C Bhattacharyya
Ninth International Conference on Document Analysis and Recognition (ICDAR …, 2007
652007
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
552009
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
492011
Second order cone programming formulations for feature selection
C Bhattacharyya
Journal of Machine Learning Research 5 (Nov), 1417-1433, 2004
472004
RAPID: resource of Asian primary immunodeficiency diseases
S Keerthikumar, R Raju, K Kandasamy, A Hijikata, S Ramabadran, ...
Nucleic acids research 37 (suppl_1), D863-D867, 2008
462008
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
452007
Chance constrained uncertain classification via robust optimization
A Ben-Tal, S Bhadra, C Bhattacharyya, JS Nath
Mathematical programming 127 (1), 145-173, 2011
422011
Robust sparse hyperplane classifiers: application to uncertain molecular profiling data
C Bhattacharyya, LR Grate, MI Jordan, LE Ghaoui, IS Mian
Journal of Computational Biology 11 (6), 1073-1089, 2004
412004
Global graph kernels using geometric embeddings
F Johansson, V Jethava, D Dubhashi, C Bhattacharyya
Proceedings of the 31st International Conference on Machine Learning, ICML …, 2014
372014
Content driven user profiling for comment-worthy recommendations of news and blog articles
T Bansal, M Das, C Bhattacharyya
Proceedings of the 9th ACM Conference on Recommender Systems, 195-202, 2015
332015
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Articles 1–20