Paper Abstract and Keywords |
Presentation |
2013-11-12 15:45
[Poster Presentation]
Optimization-based Multivariate Two-sample Test and Its Efficient Computation Yuki Shinmura, Yusuke Saida, Ichiro Takeuchi (Nagoya Inst. of Tech.) IBISML2013-42 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Multivariate two-sample test has recently attracted a great deal of interest and its importance has been increasing in many applications. The power of multivariate two-sample test highly depends on the choice of test
statistic. Many kinds of the multivariate two-sample tests have been studied. In this paper, we study a class of nonparametric test whose statistic is defined by a convex optimization problem. For this class of multivariate two-sample tests, we propose an approach for efficiently computing the null permutation distribution. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
multivariate two-sample test / optimization / permutation test / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 286, IBISML2013-42, pp. 45-52, Nov. 2013. |
Paper # |
IBISML2013-42 |
Date of Issue |
2013-11-05 (IBISML) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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IBISML2013-42 |
Conference Information |
Committee |
IBISML |
Conference Date |
2013-11-10 - 2013-11-13 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tokyo Institute of Technology, Kuramae-Kaikan |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
The 16th IBIS Workshop & The 2nd IBIS Tutorial |
Paper Information |
Registration To |
IBISML |
Conference Code |
2013-11-IBISML |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Optimization-based Multivariate Two-sample Test and Its Efficient Computation |
Sub Title (in English) |
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Keyword(1) |
multivariate two-sample test |
Keyword(2) |
optimization |
Keyword(3) |
permutation test |
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1st Author's Name |
Yuki Shinmura |
1st Author's Affiliation |
Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
2nd Author's Name |
Yusuke Saida |
2nd Author's Affiliation |
Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
3rd Author's Name |
Ichiro Takeuchi |
3rd Author's Affiliation |
Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
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Speaker |
Author-1 |
Date Time |
2013-11-12 15:45:00 |
Presentation Time |
180 minutes |
Registration for |
IBISML |
Paper # |
IBISML2013-42 |
Volume (vol) |
vol.113 |
Number (no) |
no.286 |
Page |
pp.45-52 |
#Pages |
8 |
Date of Issue |
2013-11-05 (IBISML) |
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