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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2014-11-17
17:00
Aichi Nagoya Univ. [Poster Presentation] Target Shift Adaptation for Conditional Density Estimation and Regression
Tuan Duong Nguyen (Tokyo Inst. of Tech.), Marthinus Christoffel du Plessis, Masashi Sugiyama (Univ. of Tokyo) IBISML2014-55
We consider the problem of domain adaptation under target shift scenario, where the target marginal distributions p(y) d... [more] IBISML2014-55
pp.155-160
IBISML 2013-03-05
14:10
Aichi Nagoya Institute of Technology Constrained Least-Squares Density-Difference Estimation
Tuan Duong Nguyen, Marthinus Christoffel du Plessis (Tokyo Inst. of Tech.), Takafumi Kanamori (Nagoya Univ.), Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2012-104
We address the problem of estimating the difference between two probability densities. A naive approach is a two-step pr... [more] IBISML2012-104
pp.79-86
IBISML 2012-06-20
10:30
Kyoto Campus plaza Kyoto Density Difference Estimation
Masashi Sugiyama (Tokyo Inst. of Tech.), Takafumi Kanamori (Nagoya Univ.), Taiji Suzuki (Univ. of Tokyo), Marthinus Christoffel du Plessis, Song Liu (Tokyo Inst. of Tech.), Ichiro Takeuchi (Nagoya Inst. of Tech.) IBISML2012-8
We address the problem of estimating the difference between
two probability densities.
A naive approach
is a two-ste... [more]
IBISML2012-8
pp.49-56
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