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sdvillal's ml-philosophy [15 articles]

Recent papers added to sdvillal's library classified by the tag ml-philosophy. You can also see everyone's ml-philosophy.
  • Reliable Reasoning: Induction and Statistical Learning Theory (Jean Nicod Lectures)
    (01 May 2007)
    by Gilbert Harman, Sanjeev Kulkarni
  • Abduction and Induction: Essays on their Relation and Integration (Applied Logic Series)
    (30 April 2000)
  • Smart Inductive Generalizations are Abductions
  • Integrating abduction and induction in machine learning
    (1997)
    by R Mooney
  • Alternative Measures of Computational Complexity with Applications to Agnostic Learning
    Theory and Applications of Models of Computation (2006), pp. 231-235.
    by Shai Ben-David
  • Information and Complexity in Statistical Modeling (Information Science and Statistics)
    (25 January 2007)
    by Jorma Rissanen
  • The Need for Open Source Software in Machine Learning
    Journal of Machine Learning Research, Vol. 8 (September 2007), pp. 1-25.
    posted to ml-philosophy ml-review ml-software by sdvillal on 2007-11-01 10:40:30 as **
  • Very Simple Classification Rules Perform Well on Most Commonly Used Datasets
    Mach. Learn., Vol. 11, No. 1. (April 1993), pp. 63-90.
    by Robert C Holte
    posted to ml-foundations ml-philosophy simplicity by sdvillal on 2007-06-18 23:20:22 as **
  • An impossibility theorem for clustering
    (2002)
    posted to clustering ml-philosophy by sdvillal on 2007-06-04 13:36:16 as ** along with 1 person bigbossman
  • General conditions for predictivity in learning theory
    Nature, Vol. 428, No. 6981. (25 March 2004), pp. 419-422.
  • Discussion of the paper arcing classifiers by leo breiman
    (1998)
    posted to boosting ensembles error-estimation ml-foundations ml-philosophy by sdvillal on 2007-03-31 22:22:59 as **
  • E4 - Machine Learning
    by Pedro Domingos
    posted to ml-foundations ml-philosophy by sdvillal on 2007-02-27 10:55:18 as **
  • The discipline of machine learning
    (2006)
    posted to ml-philosophy data-mining-general by sdvillal on 2007-01-31 19:44:31 as **
  • Statistical pattern recognition: a review
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 22, No. 1. (2000), pp. 4-37.
    by AK Jain, RPW Duin, Jianchang Mao
  • The Science of Pattern Recognition. Achievements and Perspectives
    (2007), pp. ---.
    by RPW Duin, E Pekalska
    edited by W Duch, J Mandziuk
    posted to ml-philosophy by sdvillal on 2007-01-22 15:17:59 as **
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