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    ICML
    2006
    IEEE
    186views Machine Learning» more  ICML 2006»
    Discriminative unsupervised learning of structured predictors
    14 years 9 months ago
    Discriminative unsupervised learning of structured predictors
    Download  www.cs.ualberta.ca
    We present a new unsupervised algorithm for training structured predictors that is discriminative, convex, and avoids the use of EM. The idea is to formulate an unsupervised versi...
    Linli Xu, Dana F. Wilkinson, Finnegan Southey, Dal...
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    JCB
    2007
    144views more  JCB 2007»
    Statistical Estimation of Statistical Mechanical Models: Helix-Coil Theory and Peptide Helicity Prediction
    13 years 8 months ago
    Statistical Estimation of Statistical Mechanical Models: Helix-Coil Theory and Peptide Helicity Prediction
    Download  www.stat.duke.edu
    Analysis of biopolymer sequences and structures generally adopts one of two approaches: use of detailed biophysical theoretical models of the system with experimentally-determined...
    Scott C. Schmidler, Joseph E. Lucas, Terrence G. O...
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    TIT
    2008
    102views more  TIT 2008»
    On Low-Complexity Maximum-Likelihood Decoding of Convolutional Codes
    13 years 8 months ago
    On Low-Complexity Maximum-Likelihood Decoding of Convolutional Codes
    Download  www.engr.colostate.edu
    Abstract--This letter considers the average complexity of maximum-likelihood (ML) decoding of convolutional codes. ML decoding can be modeled as finding the most probable path take...
    Jie Luo
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    ICIAP
    2009
    ACM
    148views Image Processing» more  ICIAP 2009»
    A New Generative Feature Set Based on Entropy Distance for Discriminative Classification
    14 years 9 months ago
    A New Generative Feature Set Based on Entropy Distance for Discriminative Classification
    Download  profs.sci.univr.it
    Abstract. Score functions induced by generative models extract fixeddimensions feature vectors from different-length data observations by subsuming the process of data generation, ...
    Alessandro Perina, Marco Cristani, Umberto Castell...
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    NIPS
    1998
    102views Information Technology» more  NIPS 1998»
    An Entropic Estimator for Structure Discovery
    13 years 10 months ago
    An Entropic Estimator for Structure Discovery
    Download  www.merl.com
    We introduce a novel framework for simultaneous structure and parameter learning in hidden-variable conditional probability models, based on an entropic prior and a solution for i...
    Matthew Brand
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