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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2023-12-21
11:20		 Tokyo National Institute of Informatics
(Primary: On-site, Secondary: Online)		 Classification Error Analysis under Covariate Shift between Non-absolutely Continuous Distributions through neighbor-transfer-exponent
Mitsuhiro Fujikawa, Youhei Akimoto (Univ. of Tsukuba), Jun Sakuma (Tokyo Inst. of Tech.), Kazuto Fukuchi (Univ. of Tsukuba) IBISML2023-39		 Transfer learning is considered successful when increasing the source sample size decreases the target sample size neede... [more] IBISML2023-39
pp.58-65
IBISML 2022-12-23
10:30		 Kyoto Kyoto University
(Primary: On-site, Secondary: Online)		 Statistically Significant Concept-based Explanation via Model Knockoffs
Kaiwen Xu, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma (Univ. Tsukuba/RIKEN AIP) IBISML2022-54		  [more] IBISML2022-54
pp.78-85
IBISML 2022-01-18
13:20		 Online Online IBISML2021-24 We aim to explain a black-box classifier with the form: `data X is classified as class Y because X has A, B and does not... [more] IBISML2021-24
pp.45-53
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