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All publications by Rocco A. Servedio
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Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width Histograms
Siu O. Chan, Ilias Diakonikolas, Rocco A. Servedio and Xiaorui Sun
Advances in Neural Information Processing Systems 27, 2014


Learning Halfspaces with Malicious Noise
Adam R. Klivans, Philip M. Long and Rocco A. Servedio
Journal of Machine Learning Research, 2009


Separating Models of Learning from Correlated and Uncorrelated Data
Ariel Elbaz, Homin K. Lee, Rocco A. Servedio and Andrew Wan
Journal of Machine Learning Research, 2007


Toward Attribute Efficient Learning of Decision Lists and Parities
Adam R. Klivans and Rocco A. Servedio
Journal of Machine Learning Research, 2006


Unsupervised evidence integration
Philip M. Long, Vinay Varadan, Sarah Gilman, Mark Treshock and Rocco A. Servedio
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Maximum Margin Algorithms with Boolean Kernels
Roni Khardon and Rocco A. Servedio
Journal of Machine Learning Research, 2005


Smooth Boosting and Learning with Malicious Noise
Rocco A. Servedio
Journal of Machine Learning Research, 2003


Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms
Roni Khardon, Dan Roth and Rocco A. Servedio
Advances in Neural Information Processing Systems 14, 2001