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Number of items: 17.

Conference Paper

Balamurugan, P and Shevade, Shirish and Sundararajan, S and Keerthi, Sathiya S (2011) A sequential dual method for structural SVMs. In: 2011 SIAM International Conference on Data Mining (SDM), April 28-30,2011, Mesa, Arizona, USA.

Duan, Kaibo and Keerthi, Sathiya S and Chu, Wei and Shevade, Shirish Krishnaj and Poo, Aun Neow (2003) Multi-category classification by soft-max combination of binary classifiers. In: 4th International Workshop, June 11-13, 2003, Guilford, England, pp. 125-134.

Samuel, Sudhaker and Keerthi, Sathiya S (1993) A Nonlinear Least Squares Approach to the Numerical Optimal Control of Non-holonomic Systems. In: International Conference on Systems, Man and Cybernetics, 1993, 17-20 October, Le Touquet,France, vol.2, 467 -472.

Samuel, Sudhaker and Keerthi, Sathiya S (1993) Numerical Determination of Optimal Non-Holonomic Paths in the Presence of Obstacles. In: IEEE International Conference on Robotics and Automation, 1993, 2-6 May, Atlanta,GA ,USA, vol.1, 826 -831.

Phatak, Makarand S and Keerthi, Sathiya S (1991) A Homotopy Method for Stabilization of Multivariable Systems with Structural Constraints on State Feedback. In: 1991 IEEE Region 10 International Conference on EC3-Energy, Computer, Communication and Control Systems. TENCON '91, 28-30 August, New Delhi,India, Vol.1, 19-23.

Venugopal, K and Keerthi, Sathiya S (1991) On the choice of a numerical method for solving the intersection-curve tracing problem in geometric-modelling. In: Proceedings of the 1991 Summer Computer Simulation Conference. Twenty-Third Annual Summer Computer Simulation Conference, 22-24 July 1991, Baltimore, MD, USA, pp. 1022-1027.

Journal Article

Keerthi, Sathiya S and Shevade, Shirish (2007) A Fast Tracking Algorithm for Generalized LARS/LASSO. In: IEEE Transactions on Neural Networks, 18 (6). pp. 1826-1830.

Bhattacharyya, Chiranjib and Keerthi, Sathiya S (2001) Mean-field methods for a special class of Belief Networks. In: Journal Of Artificial Intelligence Research, 15 . pp. 91-114.

Bhattacharyya, C and Keerthi, Sathiya S (2000) Information geometry and Plefka’s mean-field theory. In: Journal of Physics A : Mathematical and General, 33 (7). pp. 1307-1312.

Babu, Phanendra G and Murty, Narasimha M and Keerthi, Sathiya S (2000) A Stochastic Connectionist Approach for Global Optimization with Application to Pattern Clustering. In: IEEE Transactions on Systems Man and Cybernetics Part B Cybernetics, 30 (1). pp. 10-24.

Deodhare, Dipti and Vidyasagar, M and Keerthi, Sathiya S (1998) Synthesis of Fault-Tolerant Feedforward Neural Networks Using Minimax Optimization. In: IEEE Transactions on Neural Networks, 9 (5). pp. 891-900.

Phatak, Makarand S and Keerthi, Sathiya S (1996) Gain optimization under control structure and stability region constraints. In: International Journal of Control, 63 (5). pp. 849-864.

Dattasharma, Abhi and Keerthi, Sathiya S (1995) An augmented Voronoi roadmap for 3D translational motion planning for a convex polyhedron moving amidst convex polyhedral obstacles. In: Theoretical Computer Science, 140 (2). pp. 205-230.

Keerthi, Sathiya S and Phatak, Makarand S (1995) Regional Pole Placement of Multivariable Systems Under Control Structure Constraints. In: IEEE Transactions on Automatic Control, 40 (2). pp. 272-276.

Phatak, Makarand S and Keerthi, Sathiya S (1992) A homotopy approach for stabilizing single-input systems with control structure constraints. In: Automatica, 28 (5). pp. 981-987.

Venugopala, K and Keerthi, Sathiya S (1992) The approximate parametrization of the curve of intersection of implicit surfaces. In: Applied Mathematics Letters, 5 (1). pp. 43-46.

Editorials/Short Communications

Sundararajan, S and Shevade, Shirish and Keerthi, Sathiya S (2007) Fast Generalized Cross-Validation Algorithm for Sparse Model Learning. In: Neural Computation, 19 (1). pp. 283-301.

This list was generated on Thu Aug 28 15:06:39 2014 IST.