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All publications by Akshay Krishnamurthy
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Learning to Search Better than Your Teacher
Kai-wei Chang, Akshay Krishnamurthy, Alekh Agarwal, Hal Daume and John Langford
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations
Kirthevasan Kandasamy, Akshay Krishnamurthy, Barnabas Poczos, Larry Wasserman and James M. Robins
Advances in Neural Information Processing Systems 28, 2015


Nonparametric Estimation of Renyi Divergence and Friends
Akshay Krishnamurthy, Kirthevasan Kandasamy, Barnabas Poczos and Larry Wasserman
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic
James L. Sharpnack, Akshay Krishnamurthy and Aarti Singh
Advances in Neural Information Processing Systems 26, 2013


Low-Rank Matrix and Tensor Completion via Adaptive Sampling
Akshay Krishnamurthy and Aarti Singh
Advances in Neural Information Processing Systems 26, 2013


Efficient Active Algorithms for Hierarchical Clustering
Akshay Krishnamurthy, Sivaraman Balakrishnan, Min Xu and Aarti Singh
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Noise Thresholds for Spectral Clustering
Sivaraman Balakrishnan, Min Xu, Akshay Krishnamurthy and Aarti Singh
Advances in Neural Information Processing Systems 24, 2011