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Robust Formulations for Handling Uncertainty in Kernel Matrices (pdf), (Resources).
---- Sahely Bhadra, Sourangshu Bhattacharrya, Chiranjib Bhattacharryya and Aharon Ben-tal; International Conference on Machine Learning (ICML) , 2010.
Efficient algorithms for learning kernels from multiple Similarity matrices with general convex loss functions (pdf).
---- Achintya Kundu, Vikram Tankasali, Chiranjib Bhattacharyya, Aharon Ben-Tal; NIPS , 2010.
Computational Protein Structure Analysis: Kernel and Spectral Methods (pdf).
---- Sourangshu Bhattacharya; PhD Thesis , 2009.
On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation. (pdf).
---- J. Saketha Nath, G. Dinesh, S. Raman, C. Bhattacharyya, A. Ben-Tal, K. R. Ramakrishnan.; NIPS , 2009.
Comparison of protein structures by growing neighborhood alignments. (pdf).
---- Sourangshu Bhattacharya, Chiranjib Bhattacharyya and Nagasuma R Chandra.; BMC Bioinformatics. 6;8:77. Mar, , 2007.
Kernels on Attributed Pointsets with Applications. (pdf).
---- Mehul Parsana, Sourangshu Bhattacharya, Chiranjib Bhattacharyya and K. R. Ramakrishnan; Annual Conference on Neural Information Processing Systems (NIPS) , 2007.
Kernels for Large Margin Time-Series Classification. (pdf).
---- Sivaramakrishnan K R, Karthik K, Chiranjib Bhattacharyya; International Joint Conference on Neural Networks (IJCNN) , 2007.
Structural Alignment based Kernels for Protein Structure Classification. (pdf).
---- Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma R Chandra; International Conference on Machine Learning (ICML) , 2007.