Ensemble learning

Results: 532



#Item
81Statistics / Statistical classification / Statistical theory / Probability / Ensemble learning / K-nearest neighbors algorithm / Prior probability / Monte Carlo method

Cranking: Combining Rankings Using Conditional Probability Models on Permutations Guy Lebanon John Lafferty School of Computer Science, Carnegie Mellon University, Pittsburgh, PAUSA

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Source URL: www.cc.gatech.edu

Language: English - Date: 2009-09-04 13:43:12
82Artificial intelligence / Machine learning / Learning / Theoretical computer science / Ensemble learning / Cybernetics / Data mining / Online machine learning / Empirical algorithmics / Boosting / Algorithm engineering / Algorithm

EXPERIMENTAL ALGORITHMICS APPLIED TO ON-LINE MACHINE LEARNING Thomas Bartz-Beielstein SPOTSeven Lab, TH K¨ oln, Gummersbach, Germany

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Source URL: bioma.ijs.si

Language: English - Date: 2016-05-13 04:08:03
83

Decision and regression tree ensemble methods and their applications in automatic learning Louis Wehenkel Department of Electrical Engineering and Computer Science Centre of Biomedical Integrative Genoproteomics

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Source URL: www.montefiore.ulg.ac.be

Language: English - Date: 2005-05-19 11:49:46
    84Machine learning / Artificial intelligence / Ensemble learning / Learning / Boosting / AdaBoost / Statistical classification / Classifier / Robert Schapire / Generalization error / VC dimension / Margin classifier

    How Boosting the Margin Can Also Boost Classifier Complexity ICML ’06 Lev Reyzin

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    Source URL: www.levreyzin.com

    Language: English - Date: 2009-10-27 11:25:10
    85Computing / Computer architecture / Concurrent computing / GPGPU / Graphics hardware / Video cards / Parallel computing / General-purpose computing on graphics processing units / Graphics processing unit / Mean squared error / CUDA / Test set

    LNCSFlash: A GP-GPU Ensemble Learning System for Handling Large Datasets

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    Source URL: groups.csail.mit.edu

    Language: English - Date: 2015-02-05 11:56:49
    86Ensemble learning / AdaBoost

    AdaBoost is Universally Consistent Peter Bartlett Computer Science Division and Department of Statistics UC Berkeley. Joint work with Mikhail Traskin.

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    Source URL: www.stat.berkeley.edu

    Language: English - Date: 2006-07-19 14:55:30
    87Ensemble learning / Artificial intelligence / Learning / AdaBoost / Boosting

    Training-Time Optimization of a Budgeted Booster Yi Huang, Brian Powers, Lev Reyzin {yhuang,bpower6,lreyzin}@math.uic.edu Problem Setting

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    Source URL: www.levreyzin.com

    Language: English - Date: 2013-12-19 12:15:02
    88Machine learning / Euclidean plane geometry / Statistical classification / Ensemble learning / Point in polygon / Mathematics / Cognition / Computer science / Polygons

    Helping Computers Understand Geographically-Bound Activity Restrictions Marcus Soll, Philipp Naumann Johannes Schöning,

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    Source URL: www-users.cs.umn.edu

    Language: English - Date: 2016-01-13 23:07:10
    89

    CS229: Machine Learning Project Report An Ensemble Classifier for Rectifying Classification Error Cheuk Ting LI

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    Source URL: cs229.stanford.edu

    Language: English - Date: 2014-01-04 21:32:41
      90Ensemble learning / AdaBoost / Boosting

      Boos$ng  on  a  Budget:  Sampling   for  Feature-­‐Efficient  Predic$on     ICML  2011   Lev  Reyzin   Georgia  Ins$tute  of  Technology  

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      Source URL: www.levreyzin.com

      Language: English - Date: 2011-06-29 21:11:52
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