Sundararajan, S.

8 publications

JMLR 2017 A Distributed Block Coordinate Descent Method for Training L1 Regularized Linear Classifiers Dhruv Mahajan, S. Sathiya Keerthi, S. Sundararajan

ECML-PKDD 2013 Semi-Supervised Gaussian Process Ordinal Regression P. K. Srijith, Shirish K. Shevade, S. Sundararajan

ECML-PKDD 2013 Tractable Semi-Supervised Learning of Complex Structured Prediction Models Kai-Wei Chang, S. Sundararajan, S. Sathiya Keerthi

UAI 2012 Mechanism Design for Cost Optimal PAC Learning in the Presence of Strategic Noisy Annotators Dinesh Garg, Sourangshu Bhattacharya, S. Sundararajan, Shirish K. Shevade

IJCAI 2009 Semi-Supervised Classification Using Sparse Gaussian Process Regression Amrish Patel, S. Sundararajan, Shirish K. Shevade

ICML 2008 A Dual Coordinate Descent Method for Large-Scale Linear SVM Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin, S. Sathiya Keerthi, S. Sundararajan

NeCo 2001 Predictive Approaches for Choosing Hyperparameters in Gaussian Processes S. Sundararajan, S. Sathiya Keerthi

NeurIPS 1999 Predictive App Roaches for Choosing Hyperparameters in Gaussian Processes S. Sundararajan, S. Sathiya Keerthi