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All publications by Krishnakumar Balasubramanian
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Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations
Krishnakumar Balasubramanian, Kai Yu and Guy Lebanon
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


The Landmark Selection Method for Multiple Output Prediction
Krishnakumar Balasubramanian and Guy Lebanon
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Unsupervised Supervised Learning II: Margin-Based Classification without Labels
Krishnakumar Balasubramanian, Pinar Donmez and Guy Lebanon
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Asymptotic Analysis of Generative Semi-Supervised Learning
Joshua V. Dillon, Krishnakumar Balasubramanian and Guy Lebanon
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010