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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2011-11-09
15:45
Nara Nara Womens Univ. Relative Density-Ratio Estimation for Robust Distribution Comparison
Makoto Yamada (Tokyo Inst. of Tech.), Taiji Suzuki (Univ. of Tokyo), Takafumi Kanamori (Nagoya Univ.), Hirotaka Hachiya, Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2011-46
Divergence estimators based on direct approximation of density-ratios
without going through separate approximation of n... [more]
IBISML2011-46
pp.25-32
IBISML 2011-11-10
15:45
Nara Nara Womens Univ. Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation
Song Liu, Makoto Yamada, Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2011-70
The objective of change-point detection is to discover abrupt property changes lying behind time series data. In this pa... [more] IBISML2011-70
pp.187-198
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