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    JCB
    2007
    144views more  JCB 2007»
    Statistical Estimation of Statistical Mechanical Models: Helix-Coil Theory and Peptide Helicity Prediction
    15 years 19 days 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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    83
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    TIT
    2008
    95views more  TIT 2008»
    Mutual Information and Conditional Mean Estimation in Poisson Channels
    15 years 19 days ago
    Mutual Information and Conditional Mean Estimation in Poisson Channels
    Download  www.princeton.edu
    Abstract--Following the discovery of a fundamental connection between information measures and estimation measures in Gaussian channels, this paper explores the counterpart of thos...
    Dongning Guo, Shlomo Shamai, Sergio Verdú
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    170
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    JMLR
    2012
    223views Programming Languages» more  JMLR 2012»
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    13 years 3 months ago
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    Download  www.cs.helsinki.fi
    We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
    Michael Gutmann, Aapo Hyvärinen
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    69
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    ACL
    2001
    100views Computational Linguistics» more  ACL 2001»
    Immediate-Head Parsing for Language Models
    15 years 2 months ago
    Immediate-Head Parsing for Language Models
    Download  acl.ldc.upenn.edu
    We present two language models based upon an "immediate-head" parser -our name for a parser that conditions all events below a constituent c upon the head of c. While al...
    Eugene Charniak
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    73
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    DGO
    2004
    98views Education» more  DGO 2004»
    Modeling Statistical Comparisons in the Statistical Knowledge Network
    15 years 2 months ago
    Modeling Statistical Comparisons in the Statistical Knowledge Network
    Download  dgrc.org
    Carol A. Hert
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