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    ICML
    2005
    IEEE
    126views Machine Learning» more  ICML 2005»
    Learning hierarchical multi-category text classification models
    14 years 8 months ago
    Learning hierarchical multi-category text classification models
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    We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...
    Craig Saunders, John Shawe-Taylor, Juho Rousu, S&a...
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    ICASSP
    2011
    IEEE
    229views Signal Processing» more  ICASSP 2011»
    Learning and inference algorithms for partially observed structured switching vector autoregressive models
    12 years 11 months ago
    Learning and inference algorithms for partially observed structured switching vector autoregressive models
    Download  mirlab.org
    We present learning and inference algorithms for a versatile class of partially observed vector autoregressive (VAR) models for multivariate time-series data. VAR models can captu...
    Balakrishnan Varadarajan, Sanjeev Khudanpur
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    NIPS
    1998
    117views Information Technology» more  NIPS 1998»
    Fisher Scoring and a Mixture of Modes Approach for Approximate Inference and Learning in Nonlinear State Space Models
    13 years 9 months ago
    Fisher Scoring and a Mixture of Modes Approach for Approximate Inference and Learning in Nonlinear State Space Models
    Download  www.gatsby.ucl.ac.uk
    We present Monte-Carlo generalized EM equations for learning in nonlinear state space models. The dif
    Thomas Briegel, Volker Tresp
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    IADIS
    2003
    153views Internet Technology» more  IADIS 2003»
    Hypertext Classification: A Multiagent Model for Adaptive Learning Algorithm
    13 years 9 months ago
    Hypertext Classification: A Multiagent Model for Adaptive Learning Algorithm
    Download  www.iadis.net
    The problem of hypertext classification deals with objects possessing more complex information structure than the plain text has. Present hypertext classification systems show the...
    Stanislav Baglei
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    ECSQARU
    2007
    Springer
    182views Automated Reasoning» more  ECSQARU 2007»
    Causal Graphical Models with Latent Variables: Learning and Inference
    14 years 2 months ago
    Causal Graphical Models with Latent Variables: Learning and Inference
    Download  placid.insa-rouen.fr
    Stijn Meganck, Philippe Leray, Bernard Manderick
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