Chiru Bhattacharyya
List of publications from the DBLP Bibliography Server - FAQ
2009 | ||
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26 | EE | Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya: Interval Data Classification under Partial Information: A Chance-Constraint Approach. PAKDD 2009: 208-219 |
2008 | ||
25 | EE | Soumen Chakrabarti, Rajiv Khanna, Uma Sawant, Chiru Bhattacharyya: Structured learning for non-smooth ranking losses. KDD 2008: 88-96 |
24 | EE | M. Narasimha Murty, Rashmin Babaria, Chiranjib Bhattacharyya: Clustering Based on Genetic Algorithms. Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases 2008: 137-159 |
23 | EE | Karthik Kumara, Rahul Agrawal, Chiranjib Bhattacharyya: A large margin approach for writer independent online handwriting classification. Pattern Recognition Letters 29(7): 933-937 (2008) |
2007 | ||
22 | EE | E. Sriraghavendra, K. Karthik, Chiranjib Bhattacharyya: Fréchet Distance Based Approach for Searching Online Handwritten Documents. ICDAR 2007: 461-465 |
21 | EE | Rashmin Babaria, J. Saketha Nath, S. Krishnan, K. R. Sivaramakrishnan, Chiranjib Bhattacharyya, M. Narasimha Murty: Focused crawling with scalable ordinal regression solvers. ICML 2007: 57-64 |
20 | EE | Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma Chandra: Structural alignment based kernels for protein structure classification. ICML 2007: 73-80 |
19 | EE | K. R. Sivaramakrishnan, K. Karthik, Chiranjib Bhattacharyya: Kernels for Large Margin Time-Series Classification. IJCNN 2007: 2746-2751 |
18 | EE | Krishnan Kumar, Chiru Bhattacharyya, Ramesh Hariharan: A Randomized Algorithm for Large Scale Support Vector Learning. NIPS 2007 |
17 | EE | Mehul Parsana, Sourangshu Bhattacharya, Chiru Bhattacharyya, K. R. Ramakrishnan: Kernels on Attributed Pointsets with Applications. NIPS 2007 |
16 | EE | J. Saketha Nath, Chiranjib Bhattacharyya: Maximum Margin Classifiers with Specified False Positive and False Negative Error Rates. SDM 2007 |
2006 | ||
15 | EE | J. Saketha Nath, Chiranjib Bhattacharyya, M. Narasimha Murty: Clustering based large margin classification: a scalable approach using SOCP formulation. KDD 2006: 674-679 |
14 | EE | Pannagadatta K. Shivaswamy, Chiranjib Bhattacharyya, Alexander J. Smola: Second Order Cone Programming Approaches for Handling Missing and Uncertain Data. Journal of Machine Learning Research 7: 1283-1314 (2006) |
2005 | ||
13 | EE | H. M. Prasanna, D. Ghose, M. S. Bhat, Chiranjib Bhattacharyya, J. Umakant: Ascent Phase Trajectory Optimization for a Hypersonic Vehicle Using Nonlinear Programming. ICCSA (4) 2005: 548-557 |
2004 | ||
12 | EE | Niranjan K. Boora, Chiranjib Bhattacharyya, K. Gopinath: Efficient Algorithms for Intrusion Detection. ICDCIT 2004: 346-352 |
11 | EE | K. R. Sivaramakrishnan, Chiranjib Bhattacharyya: Time Series Classification for Online Tamil Handwritten Character Recognition - A Kernel Based Approach. ICONIP 2004: 800-805 |
10 | EE | Chiranjib Bhattacharyya, Pannagadatta K. Shivaswamy, Alex J. Smola: A Second Order Cone programming Formulation for Classifying Missing Data. NIPS 2004 |
9 | EE | Chiranjib Bhattacharyya, L. R. Grate, Michael I. Jordan, Laurent El Ghaoui, I. Saira Mian: Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data. Journal of Computational Biology 11(6): 1073-1089 (2004) |
8 | EE | Chiranjib Bhattacharyya: Second Order Cone Programming Formulations for Feature Selection. Journal of Machine Learning Research 5: 1417-1433 (2004) |
2003 | ||
7 | EE | Chiranjib Bhattacharyya, L. R. Grate, A. Rizki, D. Radisky, F. J. Molina, Michael I. Jordan, Mina J. Bissell, I. Saira Mian: Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data. Signal Processing 83(4): 729-743 (2003) |
2002 | ||
6 | EE | L. R. Grate, Chiranjib Bhattacharyya, Michael I. Jordan, I. Saira Mian: Simultaneous Relevant Feature Identification and Classification in High-Dimensional Spaces. WABI 2002: 1-9 |
5 | EE | Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan: A Robust Minimax Approach to Classification. Journal of Machine Learning Research 3: 555-582 (2002) |
2001 | ||
4 | EE | Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan: Minimax Probability Machine. NIPS 2001: 801-807 |
3 | EE | Chiranjib Bhattacharyya, S. Sathiya Keerthi: Mean Field Methods for a Special Class of Belief Networks. J. Artif. Intell. Res. (JAIR) 15: 91-114 (2001) |
2 | S. Sathiya Keerthi, Shirish Krishnaj Shevade, Chiranjib Bhattacharyya, K. R. K. Murthy: Improvements to Platt's SMO Algorithm for SVM Classifier Design. Neural Computation 13(3): 637-649 (2001) | |
2000 | ||
1 | Chiranjib Bhattacharyya, S. Sathiya Keerthi: A Variational Mean-Field Theory for Sigmoidal Belief Networks. NIPS 2000: 374-380 |