No free lunch theorems for optimization DH Wolpert, WG Macready IEEE transactions on evolutionary computation 1 (1), 67-82, 1997 | 15387 | 1997 |

Stacked generalization DH Wolpert Neural networks 5 (2), 241-259, 1992 | 9245 | 1992 |

The lack of a priori distinctions between learning algorithms DH Wolpert Neural computation 8 (7), 1341-1390, 1996 | 2301 | 1996 |

No free lunch theorems for search DH Wolpert, WG Macready Technical Report SFI-TR-95-02-010, Santa Fe Institute 10 (12), 2756-2760, 1995 | 1852 | 1995 |

Bias plus variance decomposition for zero-one loss functions R Kohavi, DH Wolpert ICML 96, 275-283, 1996 | 1024 | 1996 |

The supervised learning no-free-lunch theorems DH Wolpert Soft computing and industry: Recent applications, 25-42, 2002 | 676 | 2002 |

Covariation of mutations in the V3 loop of human immunodeficiency virus type 1 envelope protein: an information theoretic analysis. BT Korber, RM Farber, DH Wolpert, AS Lapedes Proceedings of the National Academy of Sciences 90 (15), 7176-7180, 1993 | 361 | 1993 |

Optimal payoff functions for members of collectives DH Wolpert, K Tumer Advances in Complex Systems 4 (02n03), 265-279, 2001 | 350 | 2001 |

Coevolutionary free lunches DH Wolpert, WG Macready IEEE Transactions on evolutionary computation 9 (6), 721-735, 2005 | 332 | 2005 |

An introduction to collective intelligence DH Wolpert, K Tumer arXiv preprint cs/9908014, 1999 | 325 | 1999 |

A survey of collectives K Tumer, D Wolpert Collectives and the design of complex systems, 1-42, 2004 | 302 | 2004 |

Surfaid predictor: web-based system for predicting surfer behavior DC Martin, HJ Miranda, MP Plutowski, WS Spangler, S Vaithyanathan, ... US Patent 6,338,066, 2002 | 257 | 2002 |

Estimating functions of probability distributions from a finite set of samples DH Wolpert, DR Wolf Physical Review E 52 (6), 6841, 1995 | 240 | 1995 |

Slower evolution of human immunodeficiency virus type 1 quasispecies during progression to AIDS EL Delwart, H Pan, HW Sheppard, D Wolpert, AU Neumann, B Korber, ... Journal of virology 71 (10), 7498-7508, 1997 | 233 | 1997 |

An efficient method to estimate bagging's generalization error DH Wolpert, WG Macready Machine Learning 35, 41-55, 1999 | 220 | 1999 |

Linearly combining density estimators via stacking P Smyth, D Wolpert Machine Learning 36, 59-83, 1999 | 214 | 1999 |

Bandit problems and the exploration/exploitation tradeoff WG Macready, DH Wolpert IEEE Transactions on evolutionary computation 2 (1), 2-22, 1998 | 183 | 1998 |

The mathematics of generalization DH Wolpert CRC Press, 2018 | 176 | 2018 |

Nonlinear information bottleneck A Kolchinsky, BD Tracey, DH Wolpert Entropy 21 (12), 1181, 2019 | 172 | 2019 |

The relationship between PAC, the statistical physics framework, the Bayesian framework, and the VC framework DH Wolpert The mathematics of generalization, 117-214, 2018 | 172 | 2018 |