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All publications by Bharath Sriperumbudur
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Optimal Rates for Random Fourier Features
Bharath Sriperumbudur and Zoltan Szabo
Advances in Neural Information Processing Systems 28, 2015


Kernel Mean Estimation and Stein Effect
Krikamol Muandet, Kenji Fukumizu, Bharath Sriperumbudur, Arthur Gretton and Bernhard Schölkopf
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Kernel Mean Estimation via Spectral Filtering
Krikamol Muandet, Bharath Sriperumbudur and Bernhard Schölkopf
Advances in Neural Information Processing Systems 27, 2014


On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions
Purushottam Kar, Bharath Sriperumbudur, Prateek Jain and Harish Karnick
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013