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    EMNLP
    2008
    109views Natural Language Processing» more  EMNLP 2008»
    A comparison of Bayesian estimators for unsupervised Hidden Markov Model POS taggers
    15 years 8 months ago
    A comparison of Bayesian estimators for unsupervised Hidden Markov Model POS taggers
    Download  aclweb.org
    There is growing interest in applying Bayesian techniques to NLP problems. There are a number of different estimators for Bayesian models, and it is useful to know what kinds of t...
    Jianfeng Gao, Mark Johnson
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    SDM
    2008
    SIAM
    165views Data Mining» more  SDM 2008»
    On the Dangers of Cross-Validation. An Experimental Evaluation
    15 years 8 months ago
    On the Dangers of Cross-Validation. An Experimental Evaluation
    Download  people.csail.mit.edu
    Cross validation allows models to be tested using the full training set by means of repeated resampling; thus, maximizing the total number of points used for testing and potential...
    R. Bharat Rao, Glenn Fung
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    FIW
    2003
    115views Communications» more  FIW 2003»
    Generalising Feature Interactions in Email
    15 years 8 months ago
    Generalising Feature Interactions in Email
    Download  www.dcs.gla.ac.uk
    We report on a property-based approach to feature interaction analysis for a client-server email system. The model is based upon Hall’s email model [12] presented at FIW’00 [3]...
    Muffy Calder, Alice Miller
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    UAI
    2004
    189views Artificial Intelligence» more  UAI 2004»
    A Bayesian Approach toward Active Learning for Collaborative Filtering
    15 years 8 months ago
    A Bayesian Approach toward Active Learning for Collaborative Filtering
    Download  www.cs.cmu.edu
    Collaborative filtering is a useful technique for exploiting the preference patterns of a group of users to predict the utility of items for the active user. In general, the perfo...
    Rong Jin, Luo Si
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    SODA
    2003
    ACM
    131views Algorithms» more  SODA 2003»
    Root comparison techniques applied to computing the additively weighted Voronoi diagram
    15 years 8 months ago
    Root comparison techniques applied to computing the additively weighted Voronoi diagram
    Download  www.tem.uoc.gr
    This work examines algebraic techniques for comparing quadratic algebraic numbers, thus yielding methods for deciding key predicates in various geometric constructions. Our motiva...
    Menelaos I. Karavelas, Ioannis Z. Emiris
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