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    » Approximation of Discrete Phase-Type Distributions
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    ICML
    2007
    IEEE
    204views Machine Learning» more  ICML 2007»
    Constructing basis functions from directed graphs for value function approximation
    14 years 8 months ago
    Constructing basis functions from directed graphs for value function approximation
    Download  www.machinelearning.org
    Basis functions derived from an undirected graph connecting nearby samples from a Markov decision process (MDP) have proven useful for approximating value functions. The success o...
    Jeffrey Johns, Sridhar Mahadevan
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    CMSB
    2009
    Springer
    166views Applied Computing» more  CMSB 2009»
    Approximation of Event Probabilities in Noisy Cellular Processes
    14 years 2 months ago
    Approximation of Event Probabilities in Noisy Cellular Processes
    Download  infoscience.epfl.ch
    Molecular noise, which arises from the randomness of the discrete events in the cell, significantly influences fundamental biological processes. Discrete-state continuous-time st...
    Frédéric Didier, Thomas A. Henzinger...
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    CVPR
    2005
    IEEE
    233views Computer Vision» more  CVPR 2005»
    Efficient Image Matching with Distributions of Local Invariant Features
    14 years 9 months ago
    Efficient Image Matching with Distributions of Local Invariant Features
    Download  www.cs.utexas.edu
    Sets of local features that are invariant to common image transformations are an effective representation to use when comparing images; current methods typically judge feature set...
    Kristen Grauman, Trevor Darrell
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    UAI
    2004
    92views Artificial Intelligence» more  UAI 2004»
    Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials
    13 years 8 months ago
    Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials
    Download  web.ku.edu
    Mixtures of truncated exponentials (MTE) potentials are an alternative to discretization for representing continuous chance variables in influence diagrams. Also, MTE potentials c...
    Barry R. Cobb, Prakash P. Shenoy
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    EOR
    2008
    97views more  EOR 2008»
    Decision making with hybrid influence diagrams using mixtures of truncated exponentials
    13 years 7 months ago
    Decision making with hybrid influence diagrams using mixtures of truncated exponentials
    Download  web.ku.edu
    Mixtures of truncated exponentials (MTE) potentials are an alternative to discretization for representing continuous chance variables in influence diagrams. Also, MTE potentials c...
    Barry R. Cobb, Prakash P. Shenoy
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