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All publications by Daniel Hsu
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Heavy-tailed regression with a generalized median-of-means
Daniel Hsu and Sivan Sabato
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits
Alekh Agarwal, Daniel Hsu, Satyen Kale, John Langford, Lihong Li and Robert Schapire
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Contrastive Learning Using Spectral Methods
James Y. Zou, Daniel Hsu, David C. Parkes and Ryan P. Adams
Advances in Neural Information Processing Systems 26, 2013


When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity
Anima Anandkumar, Daniel Hsu, Majid Janzamin and Sham M. Kakade
Advances in Neural Information Processing Systems 26, 2013