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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2014-11-17
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
IBISML 2013-03-05
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
EA, SP, SIP 2012-05-24
Osaka Osaka Univ. Nakanoshima Center Adaptive Generalized Eigen-pair Extraction by A Combination of Normalization and Quasi-Newton Algorithm
Tuan Duong Nguyen, Isao Yamada (Tokyo Inst. of Tech.) EA2012-6 SIP2012-6 SP2012-6
In this technical report, for a given explicit knowledge of a matrix pencil, we first propose a pair of novel algorithms... [more] EA2012-6 SIP2012-6 SP2012-6
CAS, CS, SIP 2012-03-09
Niigata The University of Niigata A Convergence Analysis of G-NPAST Algorithm for Extracting the First Principal Generalized Eigenvector
Tuan Duong Nguyen, Isao Yamada (Tokyo Inst. of Tech.) CAS2011-160 SIP2011-180 CS2011-152
In our previous work, we established the convergence analysis of the normalized projection approximation subspace tracki... [more] CAS2011-160 SIP2011-180 CS2011-152
CS, SIP, CAS 2011-03-04
Okinawa Ohhamanobumoto memorial hall (Ishigaki)( Dimensional Reduction Techniques for Adaptive Generalized Minor Subspace Estimation
Tuan Duong Nguyen, Noriyuki Takahashi, Isao Yamada (Tokyo Inst. of Tech.) CAS2010-163 SIP2010-179 CS2010-133
We present a novel scheme for generalized minor subspace estimation by extending an idea of dimension reduction techniqu... [more] CAS2010-163 SIP2010-179 CS2010-133
SIP, CAS, CS 2010-03-01
Okinawa Hotel Breeze Bay Marina, Miyakojima Numerically Stable Algorithms for Adaptive Generalized Minor Subspace Extraction
Tuan Duong Nguyen, Noriyuki Takahashi, Isao Yamada (Tokyo Inst. of Tech.) CAS2009-102 SIP2009-147 CS2009-97
This paper presents numerically stable algorithms for adaptive
generalized minor subspace extraction. We first propose ... [more]
CAS2009-102 SIP2009-147 CS2009-97
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