Search Machine Learning Repository:
All publications by Sivaraman Balakrishnan
authors venues years



Cluster Trees on Manifolds
Sivaraman Balakrishnan, Srivatsan Narayanan, Alessandro Rinaldo, Aarti Singh and Larry Wasserman
Advances in Neural Information Processing Systems 26, 2013


Optimal kernel choice for large-scale two-sample tests
Arthur Gretton, Dino Sejdinovic, Heiko Strathmann, Sivaraman Balakrishnan, Massimiliano Pontil, Kenji Fukumizu and Bharath K. Sriperumbudur
Advances in Neural Information Processing Systems 25, 2012


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


Sparse Additive Functional and Kernel CCA
Sivaraman Balakrishnan, Kriti Puniyani and John D. Lafferty
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Minimax rates for homology inference
Sivaraman Balakrishnan, Alessandro Rinaldo, Don Sheehy, Aarti Singh and Larry A. Wasserman
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


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


Minimax Localization of Structural Information in Large Noisy Matrices
Mladen Kolar, Sivaraman Balakrishnan, Alessandro Rinaldo and Aarti Singh
Advances in Neural Information Processing Systems 24, 2011