Carlos Santos's Library tagged InformationTheory →  View Popular

"We recently proved that game theory and statistical physics are identical when cast in terms of information theory.

We call the associated formalism Probability Collectives (PC). PC opens many new lines of research, and provides new approaches to problems in distributed control and distributed optimization. "

ti.arc.nasa.gov/probcol - Preview

InformationTheory GameTheory StatisticalPhysics Wolpert nasa

arxiv1.library.cornell.edu/...0910.1121 - Preview

toread via:arthegall CompressedSensing InformationTheory coding linearCodes

It should be an introduction to a rich and rapidly evolving research field at the interface between statistical physics, theretical computer science/discrete mathematics, and coding/information theory. It should be accessible to graduate students an researchers without specific training in any of these three fields.

www.stanford.edu/...book.html - Preview

via:arthegall book InformationTheory GraphicalModels StatisticalPhysics statistics

www.biomedcentral.com/...467 - Preview

generegulation bioinformatics bmc R informationtheory

menem.com/NIPS03 - Preview

statistics mathematics informationtheory entropy estimation

arxiv.org/0709.4209 - Preview

generegulation bioinformatics informationtheory by:WilliamBialek

www.sciencedirect.com/science - Preview

machinelearning featureselection toread informationtheory MutualInformation

www.sciencedirect.com/science - Preview

featureselection MutualInformation GeneticAlgorithms informationtheory machinelearning

arxiv.org/0901.2586 - Preview

informationtheory mathematics economics probability finance via:cshalizi

www.ece.rice.edu/...cs.html - Preview

people CompressedSensing informationtheory SensorNetworks

arxiv.org/0811.4208 - Preview

clustering via:chl InformationTheory spectralgraphclustering InformationBottleneck SpectralMethods

de.scientificcommons.org/8504579 - Preview

clustering by:FelixAgakov MachineLearning KernelMethods InformationTheory

strimmerlab.org/...00Index.html - Preview

InformationTheory R statistics entropy MutualInformation

conflate.net/...behold-jensens-inequality - Preview

MachineLearning mathematics by:MarkReid InformationTheory JensenInequality

lingpipe-blog.com/...ity-challenge-machine-learning - Preview

nlp MachineLearning InformationTheory via:chl ExpertSystems

www.sciencedirect.com/science - Preview

statistics mathematics FeatureSelection toread KernelDensityEstimation KernelMethods InformationTheory

www.mtl.mit.edu/...notes - Preview

MachineLearning information entropy InformationTheory

www.johndcook.com/...-to-learn-from-that-experiment - Preview

InformationTheory statistics Bayesian

arxiv.org/0808.0012 - Preview

statistics probability entropy physics InformationTheory via:chl

www.viktoria.se/...submission_edchi_0.pdf - Preview

delicious tagging folksonomy InformationTheory design usability cognitive del.icio.us statistics entropy