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    COLING
    2002
    194views Computational Linguistics» more  COLING 2002»
    Learning Verb Argument Structure from Minimally Annotated Corpora
    13 years 7 months ago
    Learning Verb Argument Structure from Minimally Annotated Corpora
    Download  acl.ldc.upenn.edu
    In this paper we investigate the task of automatically identifying the correct argument structure for a set of verbs. The argument structure of a verb allows us to predict the rel...
    Anoop Sarkar, Woottiporn Tripasai
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    ICML
    2009
    IEEE
    150views Machine Learning» more  ICML 2009»
    Boosting with structural sparsity
    14 years 8 months ago
    Boosting with structural sparsity
    Download  www.cs.berkeley.edu
    Despite popular belief, boosting algorithms and related coordinate descent methods are prone to overfitting. We derive modifications to AdaBoost and related gradient-based coordin...
    John Duchi, Yoram Singer
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    BMVC
    2010
    219views Computer Vision» more  BMVC 2010»
    Vision-Based Behavior Prediction in Urban Traffic Environments by Scene Categorization
    13 years 5 months ago
    Vision-Based Behavior Prediction in Urban Traffic Environments by Scene Categorization
    Download  bmvc10.dcs.aber.ac.uk
    We propose a method for vision-based scene understanding in urban traffic environments that predicts the appropriate behavior of a human driver in a given visual scene. The method...
    Martin Heracles, Fernando Martinelli, Jannik Frits...
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    CIKM
    2009
    Springer
    183views Information Technology» more  CIKM 2009»
    Completing wikipedia's hyperlink structure through dimensionality reduction
    14 years 2 months ago
    Completing wikipedia's hyperlink structure through dimensionality reduction
    Download  www.cs.mcgill.ca
    Wikipedia is the largest monolithic repository of human knowledge. In addition to its sheer size, it represents a new encyclopedic paradigm by interconnecting articles through hyp...
    Robert West, Doina Precup, Joelle Pineau
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    BMCBI
    2004
    141views more  BMCBI 2004»
    Estimates of statistical significance for comparison of individual positions in multiple sequence alignments
    13 years 7 months ago
    Estimates of statistical significance for comparison of individual positions in multiple sequence alignments
    Download  www.biomedcentral.com
    Background: Profile-based analysis of multiple sequence alignments (MSA) allows for accurate comparison of protein families. Here, we address the problems of detecting statistical...
    Ruslan Sadreyev, Nick V. Grishin
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