David H. Wolpert

Research interests

Publications

• Nonlinear Information Bottleneck

  Entropy · 2019 · https://doi.org/10.3390/e21121181

• The stochastic thermodynamics of computation

  Journal of Physics A Mathematical and Theoretical · 2019 · https://doi.org/10.1088/1751-8121/ab0850

• Semantic information, autonomous agency and non-equilibrium statistical physics

  Interface Focus · 2018 · https://doi.org/10.1098/rsfs.2018.0041

• Drivers of Bacterial Maintenance and Minimal Energy Requirements

  Frontiers in Microbiology · 2017 · https://doi.org/10.3389/fmicb.2017.00031

• Information Theory ― The Bridge Connecting Bounded Rational Game Theory and Statistical Physics

  Springer eBooks · 2007 · https://doi.org/10.1007/3-540-32834-3_12

• Coevolutionary Free Lunches

  IEEE Transactions on Evolutionary Computation · 2005 · https://doi.org/10.1109/tevc.2005.856205

• The Supervised Learning No-Free-Lunch Theorems

  Journal · 2002 · https://doi.org/10.1007/978-1-4471-0123-9_3

• OPTIMAL PAYOFF FUNCTIONS FOR MEMBERS OF COLLECTIVES

  Advances in Complex Systems · 2001 · https://doi.org/10.1142/s0219525901000188

• An Efficient Method To Estimate Bagging's Generalization Error

  Machine Learning · 1999 · https://doi.org/10.1023/a:1007519102914

• An Introduction to Collective Intelligence

  arXiv (Cornell University) · 1999 · https://doi.org/10.48550/arxiv.cs/9908014

• Linearly Combining Density Estimators via Stacking

  Machine Learning · 1999 · https://doi.org/10.1023/a:1007511322260

• Slower evolution of human immunodeficiency virus type 1 quasispecies during progression to AIDS

  Journal of Virology · 1997 · https://doi.org/10.1128/jvi.71.10.7498-7508.1997

• No free lunch theorems for optimization

  IEEE Transactions on Evolutionary Computation · 1997 · https://doi.org/10.1109/4235.585893

• The Lack of A Priori Distinctions Between Learning Algorithms

  Neural Computation · 1996 · https://doi.org/10.1162/neco.1996.8.7.1341

• Bias plus variance decomposition for zero-one loss functions

  Journal · 1996

• Estimating functions of probability distributions from a finite set of samples

  Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1995 · https://doi.org/10.1103/physreve.52.6841

• No Free Lunch Theorems for Search

  RePEc: Research Papers in Economics · 1995

• Covariation of mutations in the V3 loop of human immunodeficiency virus type 1 envelope protein: an information theoretic analysis.

  Proceedings of the National Academy of Sciences · 1993 · https://doi.org/10.1073/pnas.90.15.7176

• Stacked generalization

  Neural Networks · 1992 · https://doi.org/10.1016/s0893-6080(05)80023-1

Current projects

No projects listed.