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All publications by Rocco Servedio
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Consistency versus Realizable H-Consistency for Multiclass Classification
Phil Long and Rocco Servedio
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Algorithms and hardness results for parallel large margin learning
Phil Long and Rocco Servedio
Advances in Neural Information Processing Systems 24, 2011


Learning large-margin halfspaces with more malicious noise
Phil Long and Rocco Servedio
Advances in Neural Information Processing Systems 24, 2011


Restricted Boltzmann Machines are Hard to Approximately Evaluate or Simulate
Philip M. Long and Rocco Servedio
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Random classification noise defeats all convex potential boosters
Philip M. Long and Rocco Servedio
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Adaptive Martingale Boosting
Phil Long and Rocco Servedio
Advances in Neural Information Processing Systems 21, 2008


One-Pass Boosting
Zafer Barutcuoglu, Phil Long and Rocco Servedio
Advances in Neural Information Processing Systems 20, 2007


Boosting the Area under the ROC Curve
Phil Long and Rocco Servedio
Advances in Neural Information Processing Systems 20, 2007


Attribute-efficient learning of decision lists and linear threshold functions under unconcentrated distributions
Philip M. Long and Rocco Servedio
Advances in Neural Information Processing Systems 19, 2006