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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 11 of 11  /   
Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2016-11-17
14:00
Kyoto Kyoto Univ. Semi-Supervised Classification Based on Classification from Positive and Unlabeled Data
Tomoya Sakai, Marthinus Christoffel du Plessis, Gang Niu (UTokyo), Masashi Sugiyama (RIKEN/UTokyo) IBISML2016-80
Most of the semi-supervised learning methods developed so far use unlabeled data for regularization purposes under parti... [more] IBISML2016-80
pp.243-250
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 2014-11-17
17:00
Aichi Nagoya Univ. [Poster Presentation] Online Direct Density-ratio Estimation under the Kullback-Leibler Loss
Marthinus Christoffel du Plessis (Univ. of Tokyo), Hiroaki Shiino (Tokyo Inst. of Tech.), Masashi Sugiyama (Univ. of Tokyo) IBISML2014-59
(Advance abstract in Japanese is available) [more] IBISML2014-59
pp.185-190
IBISML 2014-11-18
15:00
Aichi Nagoya Univ. [Poster Presentation] Learning from Positive and Unlabeled Data 1: Classifier Training and Theoretical Analysis
Marthinus Christoffel du Plessis (Univ. of Tokyo), Gang Niu (Baidu), Masashi Sugiyama (Univ. of Tokyo) IBISML2014-65
(Advance abstract in Japanese is available) [more] IBISML2014-65
pp.227-233
IBISML 2014-11-18
15:00
Aichi Nagoya Univ. [Poster Presentation] Learning from Positive and Unlabeled Data 2: Computationally Efficient Estimation of Class Priors
Marthinus Christoffel du Plessis (Univ. of Tokyo), Gang Niu (Baidu), Masashi Sugiyama (Univ. of Tokyo) IBISML2014-66
(Advance abstract in Japanese is available) [more] IBISML2014-66
pp.235-241
IBISML 2014-11-18
15:00
Aichi Nagoya Univ. [Poster Presentation] Coping with Class Balance Change in Classification : Class-Prior Estimation with Energy Distance
Hideko Kawakubo (Tokyo Inst. of Tech.), Marthinus Christoffel du Plessis, Masashi Sugiyama (Univ. of Tokyo) IBISML2014-71
Due to sample selection bias or non-stationarity of the environment, the class balance often changes between training an... [more] IBISML2014-71
pp.271-278
IBISML 2013-07-18
10:10
Tokyo Nishiwaseda Campus (Waseda univ.) Clustering Unclustered Data -- Unsupervised Binary Labeling of Two Datasets Having Different Class Balances --
Marthinus Christoffel du Plessis, Masashi Sugiyama (TokyoTech) IBISML2013-2
 [more] IBISML2013-2
pp.7-14
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
IBISML 2012-03-13
11:25
Tokyo The Institute of Statistical Mathematics Semi-Supervised Learning of Class Balance under Class-Prior Change by Distribution Matching
Marthinus Christoffel du Plessis, Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2011-102
 [more] IBISML2011-102
pp.103-108
IBISML 2011-06-20
15:30
Tokyo Takeda Hall Estimation of Squared-loss Mutual Information from Paired and Unpaired Samples
Marthinus Christoffel du Plessis, Makoto Yamada, Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2011-11
(Advance abstract in Japanese is available) [more] IBISML2011-11
pp.75-81
 Results 1 - 11 of 11  /   
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