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Description
  • Reformulation of minimization of error functionals as inverse problesm allows us to characterize optimal solutions of learning tasks and to model generalization in terms of stability imposed upon solutions by regularization.
  • Reformulation of minimization of error functionals as inverse problesm allows us to characterize optimal solutions of learning tasks and to model generalization in terms of stability imposed upon solutions by regularization. (en)
  • Formulace minimalizace chybových funkcionálů jako inverzní úloha umožňuje popis optimálních řešení úloh učení a modelování generalizace jako stability řešení dosažené pomocí regularizace. (cs)
Title
  • Inverse Problems in Learning from Data
  • Inverse Problems in Learning from Data (en)
  • Inverzní úlohy v teorii učení na základě dat (cs)
skos:prefLabel
  • Inverse Problems in Learning from Data
  • Inverse Problems in Learning from Data (en)
  • Inverzní úlohy v teorii učení na základě dat (cs)
skos:notation
  • RIV/67985807:_____/06:00042315!RIV07-AV0-67985807
http://linked.open.../vavai/riv/strany
  • 3;8
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  • P(1ET100300517), Z(AV0Z10300504)
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http://linked.open...aciTvurceVysledku
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  • 480320
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  • RIV/67985807:_____/06:00042315
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  • learning from data; inverse problems; regularization (en)
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  • [215A3C5C2284]
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  • Bystrá dolina
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  • Information Technologies - Applications and Theory
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  • Kůrková, Věra
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number of pages
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  • Prírodovedecká fakulta, Univerzita P. J. Šafárika
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  • 80-969184-4-3
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