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All publications by Harikrishna Narasimhan
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Consistent Multiclass Algorithms for Complex Performance Measures
Harikrishna Narasimhan, Harish Ramaswamy, Aadirupa Saha and Shivani Agarwal
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Optimizing Non-decomposable Performance Measures: A Tale of Two Classes
Harikrishna Narasimhan, Purushottam Kar and Prateek Jain
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Surrogate Functions for Maximizing Precision at the Top
Purushottam Kar, Harikrishna Narasimhan and Prateek Jain
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Learnability of Influence in Networks
Harikrishna Narasimhan, David C. Parkes and Yaron Singer
Advances in Neural Information Processing Systems 28, 2015


GEV-Canonical Regression for Accurate Binary Class Probability Estimation when Onagarwalc14.pdfe Class is Rare
Arpit Agarwal, Harikrishna Narasimhan, Shivaram Kalyanakrishnan and Shivani Agarwal
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures
Harikrishna Narasimhan, Rohit Vaish and Shivani Agarwal
Advances in Neural Information Processing Systems 27, 2014


Online and Stochastic Gradient Methods for Non-decomposable Loss Functions
Purushottam Kar, Harikrishna Narasimhan and Prateek Jain
Advances in Neural Information Processing Systems 27, 2014


On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance
Aditya Menon, Harikrishna Narasimhan, Shivani Agarwal and Sanjay Chawla
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation
Harikrishna Narasimhan and Shivani Agarwal
Advances in Neural Information Processing Systems 26, 2013


A Structural SVM Based Approach for Optimizing Partial AUC
Harikrishna Narasimhan and Shivani Agarwal
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013