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IEICE Trans

Takashi ISHIDA

Learning from Noisy Complementary Labels with Robust Loss Functions
Hiroki ISHIGURO Takashi ISHIDA Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/02/01
Vol. E105-D  No. 2  pp. 364-376
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
complementary label, label noise, robust loss function, loss correction, 
 Summary | Full Text:PDF
Properties of a Word-Valued Source with a Non-prefix-free Word Set
Takashi ISHIDA Masayuki GOTO Toshiyasu MATSUSHIMA Shigeichi HIRASAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/12/01
Vol. E89-A  No. 12  pp. 3710-3723
Type of Manuscript:  PAPER
Category: Information Theory
Keyword: 
word-valued source, word set, non-prefix-free, entropy rate, entropy density rate, Asymptotic Equipartition Property (AEP), 
 Summary | Full Text:PDF