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David H. Wolpert
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Cited by
Year
No free lunch theorems for optimization
DH Wolpert, WG Macready
IEEE transactions on evolutionary computation 1 (1), 67-82, 1997
124001997
Stacked generalization
DH Wolpert
Neural networks 5 (2), 241-259, 1992
76941992
The lack of a priori distinctions between learning algorithms
DH Wolpert
Neural computation 8 (7), 1341-1390, 1996
19031996
The lack of a priori distinctions between learning algorithms
DH Wolpert
Neural computation 8 (7), 1341-1390, 1996
19031996
No free lunch theorems for search
DH Wolpert, WG Macready
Technical Report SFI-TR-95-02-010, Santa Fe Institute, 1995
16871995
Bias plus variance decomposition for zero-one loss functions
R Kohavi, DH Wolpert
ICML 96, 275-83, 1996
9221996
The supervised learning no-free-lunch theorems
DH Wolpert
Soft computing and industry, 25-42, 2002
5872002
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
3481993
An introduction to collective intelligence
DH Wolpert, K Tumer
arXiv preprint cs/9908014, 1999
3041999
Optimal payoff functions for members of collectives
DH Wolpert, K Tumer
Modeling complexity in economic and social systems, 355-369, 2002
2982002
Coevolutionary free lunches
DH Wolpert, WG Macready
IEEE Transactions on evolutionary computation 9 (6), 721-735, 2005
2832005
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
2422002
Estimating functions of probability distributions from a finite set of samples
DH Wolpert, DR Wolf
Physical Review E 52 (6), 6841, 1995
2271995
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
2231997
An efficient method to estimate bagging's generalization error
DH Wolpert, WG Macready
Machine Learning 35 (1), 41-55, 1999
1971999
Linearly combining density estimators via stacking
P Smyth, D Wolpert
Machine Learning 36 (1), 59-83, 1999
1831999
The mathematics of generalization
DH Wolpert
CRC Press, 2018
1692018
The relationship between PAC, the statistical physics framework, the Bayesian framework, and the VC framework
DH Wolpert
The mathematics of generalization, 117-214, 2018
1682018
Bandit problems and the exploration/exploitation tradeoff
WG Macready, DH Wolpert
IEEE Transactions on evolutionary computation 2 (1), 2-22, 1998
1671998
Information theory―the bridge connecting bounded rational game theory and statistical physics
DH Wolpert
Complex Engineered Systems, 262-290, 2006
1622006
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