Presentation 2004/1/22
A Note on Relations between Learning from Queries and Sequential Experimental Design
Yoshifumi UKITA, Toshiyasu MATSUSHIMA, Shigeichi HIRASAWA,
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Abstract(in English) In this paper, we propose the algorithm to output the boolean function which does not contradict in the result of the queries by using sequential experimental design. Furthermore, the characteristics of the proposed algorithm are shown.
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Keyword(in English) Learning from queries / Membership queries / Orthogonal design / Bayes decision theory
Paper # AI2003-63
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Committee AI
Conference Date 2004/1/22(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Note on Relations between Learning from Queries and Sequential Experimental Design
Sub Title (in English)
Keyword(1) Learning from queries
Keyword(2) Membership queries
Keyword(3) Orthogonal design
Keyword(4) Bayes decision theory
1st Author's Name Yoshifumi UKITA
1st Author's Affiliation Yokohama College of Commerce()
2nd Author's Name Toshiyasu MATSUSHIMA
2nd Author's Affiliation School of Science and Engineering, Waseda University
3rd Author's Name Shigeichi HIRASAWA
3rd Author's Affiliation School of Science and Engineering, Waseda University
Date 2004/1/22
Paper # AI2003-63
Volume (vol) vol.103
Number (no) 623
Page pp.pp.-
#Pages 6
Date of Issue