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All publications by Sunita Sarawagi
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Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection
Arun Iyer, Saketha Nath and Sunita Sarawagi
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


MAP estimation in Binary MRFs via Bipartite Multi-cuts
Sashank J. Reddi, Sunita Sarawagi and Sundar Vishwanathan
Advances in Neural Information Processing Systems 23, 2010


Accurate max-margin training for structured output spaces
Sunita Sarawagi and Rahul Gupta
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Efficient inference with cardinality-based clique potentials
Rahul Gupta, Ajit A. Diwan and Sunita Sarawagi
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Efficient inference on sequence segmentation models
Sunita Sarawagi
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Semi-Markov Conditional Random Fields for Information Extraction
Sunita Sarawagi and William W. Cohen
Advances in Neural Information Processing Systems 17, 2004