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Variable Sparsity Kernel Learning. (pdf), (Resources).
---- J. Aflalo, A. Ben-Tal, C. Bhattacharyya, J. Saketha Nath and S. Raman. ; (Accepted for )JMLR , 2010.
Discovery of Application Workloads from Network File Traces (pdf), (Resources).
---- Neeraja J. Yadwadkar, Chiranjib Bhattacharyya, K. Gopinath,Thirumale Niranjan, Sai Susarla; Conference on File and Storage Technologies(FAST) , 2010.
Speedup Macroblock Mode Decision in H.264/SVC Encoding Using Cost-Sensitive Learning (pdf).
---- Urvang Joshi, Rashad Jillani, Chiranjib Bhattacharya, Hari Kalva and K. R. Ramakrishnan; International Conference on Consumer Electronics (ICCE) , 2010.
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 Covariance-based Algorithms for Appearance Modeling in Computer Vision (pdf).
---- Adway Mitra; M.E. Thesis , 2010.
Chance Constrained Uncertain Classification via Robust Optimization. (pdf).
---- A. Ben-Tal, S. Bhadra, C. Bhattacharyya and J. Saketha Nath. ; Mathematical Programming Series B special issue on Machine Learning , 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.
Video Coding Mode Decision As a Classification Problem (pdf).
---- Rashad Jilani , Urvang Joshi , Chiranjib Bhattacharyya , Hari Kalva , K R Ramakrishnan; Visual Information Processing and Communication (VCIP) , 2010.