Paper Abstract and Keywords |
Presentation |
2015-12-21 10:40
[Special Talk]
A survey of the topic models for statistical pattern recognition researchers Katsuhiko Ishiguro, Akisato Kimura (NTT) PRMU2015-102 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this technical report, we give a brief survey on the topic models. Topic models have been studied intensively in
various computer science fields thanks to its simple formulation and powerful representability. We survey the topic model in
terms of i) the model developments to allow the topic model applicable for various objectives, ii) representative applications
in statistical pattern recognition, and iii) inference and scalability issues for implementations. Our goal is to provide readers for
a systematic understanding of the topic models for future researches. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
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Reference Info. |
IEICE Tech. Rep., vol. 115, no. 388, PRMU2015-102, pp. 13-24, Dec. 2015. |
Paper # |
PRMU2015-102 |
Date of Issue |
2015-12-14 (PRMU) |
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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PRMU2015-102 |
Conference Information |
Committee |
PRMU |
Conference Date |
2015-12-21 - 2015-12-22 |
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(See Japanese page) |
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(See Japanese page) |
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Registration To |
PRMU |
Conference Code |
2015-12-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
A survey of the topic models for statistical pattern recognition researchers |
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1st Author's Name |
Katsuhiko Ishiguro |
1st Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
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Akisato Kimura |
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Nippon Telegraph and Telephone Corporation (NTT) |
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Speaker |
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Date Time |
2015-12-21 10:40:00 |
Presentation Time |
60 minutes |
Registration for |
PRMU |
Paper # |
PRMU2015-102 |
Volume (vol) |
vol.115 |
Number (no) |
no.388 |
Page |
pp.13-24 |
#Pages |
12 |
Date of Issue |
2015-12-14 (PRMU) |
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