Active Learning of Neural Networks Based on Influential Statistics

Guillem Cuesta , Carlos Rio , Stanisław Jankowski

Abstract

n/a
Author Guillem Cuesta
Guillem Cuesta,,
-
, Carlos Rio
Carlos Rio,,
-
, Stanisław Jankowski (FEIT / PE)
Stanisław Jankowski,,
- The Institute of Electronic Systems
Pages89032T-1-89032T-13
Book Romaniuk Ryszard (eds.): Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2013, vol. 8903, 2013, SPIE P.O. Box 10, Bellingham, Washington 98227-0010 USA , SPIE, ISBN 9780819497857, [ISSN 0277-786X ], 410 p., DOI:10.1117/12.2049644
Keywords in Englishneural networks, active learning, leave-one-out, leverage, overfitting, influential statistics
DOIDOI:10.1117/12.2035622
Languageen angielski
Score (nominal)15
Score sourceconferenceIndex
ScoreMinisterial score = 10.0, 29-08-2020, BookChapterMatConfByIndicator
Ministerial score (2013-2016) = 15.0, 29-08-2020, BookChapterMatConfByIndicator
Publication indicators WoS Citations = 0
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