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David H. Wolpert
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Zitiert von
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No free lunch theorems for optimization
DH Wolpert, WG Macready
IEEE transactions on evolutionary computation 1 (1), 67-82, 1997
156991997
Stacked generalization
DH Wolpert
Neural networks 5 (2), 241-259, 1992
93841992
The lack of a priori distinctions between learning algorithms
DH Wolpert
Neural computation 8 (7), 1341-1390, 1996
23151996
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
18591995
Bias plus variance decomposition for zero-one loss functions
R Kohavi, DH Wolpert
ICML 96, 275-283, 1996
10361996
The supervised learning no-free-lunch theorems
DH Wolpert
Soft computing and industry: Recent applications, 25-42, 2002
6852002
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
3621993
Optimal payoff functions for members of collectives
DH Wolpert, K Tumer
Advances in Complex Systems 4 (02n03), 265-279, 2001
3532001
Coevolutionary free lunches
DH Wolpert, WG Macready
IEEE Transactions on evolutionary computation 9 (6), 721-735, 2005
3342005
An introduction to collective intelligence
DH Wolpert, K Tumer
arXiv preprint cs/9908014, 1999
3311999
A survey of collectives
K Tumer, D Wolpert
Collectives and the design of complex systems, 1-42, 2004
2622004
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
2572002
Estimating functions of probability distributions from a finite set of samples
DH Wolpert, DR Wolf
Physical Review E 52 (6), 6841, 1995
2451995
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
2361997
An efficient method to estimate bagging's generalization error
DH Wolpert, WG Macready
Machine Learning 35, 41-55, 1999
2201999
Linearly combining density estimators via stacking
P Smyth, D Wolpert
Machine Learning 36, 59-83, 1999
2171999
Bandit problems and the exploration/exploitation tradeoff
WG Macready, DH Wolpert
IEEE Transactions on evolutionary computation 2 (1), 2-22, 1998
1821998
Nonlinear information bottleneck
A Kolchinsky, BD Tracey, DH Wolpert
Entropy 21 (12), 1181, 2019
1772019
The mathematics of generalization
DH Wolpert
CRC Press, 2018
1762018
The relationship between PAC, the statistical physics framework, the Bayesian framework, and the VC framework
DH Wolpert
The mathematics of generalization, 117-214, 2018
1732018
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