A decision-theoretic generalization of on-line learning and an application to boosting Y Freund, RE Schapire Journal of computer and system sciences 55 (1), 119-139, 1997 | 29244 | 1997 |

Experiments with a new boosting algorithm Y Freund, RE Schapire icml 96, 148-156, 1996 | 13151 | 1996 |

A short introduction to boosting Y Freund, R Schapire, N Abe Journal-Japanese Society For Artificial Intelligence 14 (771-780), 1612, 1999 | 5361 | 1999 |

Boosting the margin: A new explanation for the effectiveness of voting methods P Bartlett, Y Freund, WS Lee, RE Schapire The annals of statistics 26 (5), 1651-1686, 1998 | 3958 | 1998 |

The nonstochastic multiarmed bandit problem P Auer, N Cesa-Bianchi, Y Freund, RE Schapire SIAM journal on computing 32 (1), 48-77, 2002 | 3149 | 2002 |

An efficient boosting algorithm for combining preferences Y Freund, R Iyer, RE Schapire, Y Singer Journal of machine learning research 4 (Nov), 933-969, 2003 | 2940 | 2003 |

Boosting a weak learning algorithm by majority Y Freund Information and computation 121 (2), 256-285, 1995 | 2859 | 1995 |

Large margin classification using the perceptron algorithm Y Freund, RE Schapire Proceedings of the eleventh annual conference on Computational learning …, 1998 | 1991 | 1998 |

Selective sampling using the query by committee algorithm Y Freund, HS Seung, E Shamir, N Tishby Machine learning 28, 133-168, 1997 | 1590 | 1997 |

Boosting: Foundations and algorithms RE Schapire, Y Freund Kybernetes 42 (1), 164-166, 2013 | 1522 | 2013 |

The alternating decision tree learning algorithm Y Freund, L Mason icml 99, 124-133, 1999 | 1285 | 1999 |

Gambling in a rigged casino: The adversarial multi-armed bandit problem P Auer, N Cesa-Bianchi, Y Freund, RE Schapire Proceedings of IEEE 36th annual foundations of computer science, 322-331, 1995 | 1199 | 1995 |

How to use expert advice N Cesa-Bianchi, Y Freund, D Haussler, DP Helmbold, RE Schapire, ... Journal of the ACM (JACM) 44 (3), 427-485, 1997 | 1002 | 1997 |

Adaptive game playing using multiplicative weights Y Freund, RE Schapire Games and Economic Behavior 29 (1-2), 79-103, 1999 | 777 | 1999 |

Lamellipodial actin mechanically links myosin activity with adhesion-site formation G Giannone, BJ Dubin-Thaler, O Rossier, Y Cai, O Chaga, G Jiang, ... Cell 128 (3), 561-575, 2007 | 616 | 2007 |

Game theory, on-line prediction and boosting Y Freund, RE Schapire Proceedings of the ninth annual conference on Computational learning theory …, 1996 | 585 | 1996 |

An adaptive version of the boost by majority algorithm Y Freund Proceedings of the twelfth annual conference on Computational learning …, 1999 | 552 | 1999 |

Random projection trees and low dimensional manifolds S Dasgupta, Y Freund Proceedings of the fortieth annual ACM symposium on Theory of computing, 537-546, 2008 | 522 | 2008 |

Unsupervised learning of distributions on binary vectors using two layer networks Y Freund, D Haussler Advances in neural information processing systems 4, 1991 | 456 | 1991 |

Using and combining predictors that specialize Y Freund, RE Schapire, Y Singer, MK Warmuth Proceedings of the twenty-ninth annual ACM symposium on Theory of computing …, 1997 | 363 | 1997 |