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  • 1
    Digitale Medien
    Digitale Medien
    Semi-supervised learning (1989)
    Springer
    Machine learning 4 (1989), S. 41-65 
    Details
    ISSN: 0885-6125
    Schlagwort(e): concept learning ; classification ; pac-learning ; Boolean formulas ; polynomial-time identification
    Quelle: Springer Online Journal Archives 1860-2000
    Thema: Informatik
    Notizen: Abstract The distribution-independent model of (supervised) concept learning due to Valiant (1984) is extended to that of semi-supervised learning (ss-learning), in which a collection of disjoint concepts is to be simultaneously learned with only partial information concerning concept membership available to the learning algorithm. It is shown that many learnable concept classes are also ss-learnable. A new technique of learning, using an intermediate oracle, is introduced. Sufficient conditions for a collection of concept classes to be ss-learnable are given.
    Materialart: Digitale Medien
    URL: http://dx.doi.org/10.1007/BF00114803
    Standort Signatur Erwartet Verfügbarkeit
    BibTip Andere fanden auch interessant ...
    Artikel (Nationallizenzen)
    Volltext
  • 2
    Digitale Medien
    Digitale Medien
    Measuring the instability in two-sided matching procedures (1994)
    Springer
    Economic theory 4 (1994), S. 561-577 
    Details
    ISSN: 1432-0479
    Quelle: Springer Online Journal Archives 1860-2000
    Thema: Wirtschaftswissenschaften
    Notizen: Summary Two-sided matching procedures are considered using the stable marriage model. There exist some matching procedures that, in spite of producing unstable matches, have nonetheless survived in practice; other such procedures have failed and been abandoned. The success or failure of these procedures may be linked to the amount of instability in the matchings they produce. We describe a way to measure the amount of instability likely to result from such algorithms, and use it to analyze the performance of a particular matching procedure much like those used by the United States Naval Academy and the National Football League. We also consider how favorable the matchings are likely to be from the standpoint of the agents, and examine how our results change when agents agree on some portion of their preference lists.
    Materialart: Digitale Medien
    URL: http://dx.doi.org/10.1007/BF01213624
    Standort Signatur Erwartet Verfügbarkeit
    BibTip Andere fanden auch interessant ...
    Artikel (Nationallizenzen)
    Volltext
  • 3
    Digitale Medien
    Digitale Medien
    Semi-Supervised Learning (1989)
    Springer
    Machine learning 4 (1989), S. 41-65 
    Details
    ISSN: 0885-6125
    Schlagwort(e): concept learning ; classification ; pac-learning ; Boolean formulas ; polynomial-time identification
    Quelle: Springer Online Journal Archives 1860-2000
    Thema: Informatik
    Notizen: Abstract The distribution-independent model of (supervised) concept learning due to Valiant (1984) is extended to that of semi-supervised learning (ss-learning), in which a collection of disjoint concepts is to be simultaneously learned with only partial information concerning concept membership available to the learning algorithm. It is shown that many learnable concept classes are also ss-learnable. A new technique of learning, using an intermediate oracle, is introduced. Sufficient conditions for a collection of concept classes to be ss-learnable are given.
    Materialart: Digitale Medien
    URL: http://dx.doi.org/10.1023/A:1022653227824
    Standort Signatur Erwartet Verfügbarkeit
    BibTip Andere fanden auch interessant ...
    Artikel (Nationallizenzen)
    Volltext
  • 4
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    Semi-supervised learning (1989)
    Springer
    Details
    Publikationsdatum: 1989-10-01
    Print ISSN: 0885-6125
    Digitale ISSN: 1573-0565
    Thema: Informatik
    Publiziert von Springer
    Standort Signatur Erwartet Verfügbarkeit
    BibTip Andere fanden auch interessant ...
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