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    BMCBI
    2008
    132views more  BMCBI 2008»
    Clustering ionic flow blockade toggles with a Mixture of HMMs
    13 years 5 months ago
    Clustering ionic flow blockade toggles with a Mixture of HMMs
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    Background: Ionic current blockade signal processing, for use in nanopore detection, offers a promising new way to analyze single molecule properties with potential implications f...
    Alexander G. Churbanov, Stephen Winters-Hilt
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    JMLR
    2008
    230views more  JMLR 2008»
    Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
    13 years 5 months ago
    Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
    Download  www.stat.berkeley.edu
    Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
    Michael Collins, Amir Globerson, Terry Koo, Xavier...
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