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| Presentation | 2011-06-21 11:00 Quantum annealing for Infinite Mixture Models Issei Sato (Tokyo Univ.), Kenichi Kurihara (Google), Shu Tanaka, Seiji Miyashita, Hiroshi Nakagawa (Tokyo Univ.)  IBISML2011-16 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We develope quantum annealing (QA) for the infinite mixture models. The QA is regarded as a parallelized extension of simulated annealing (SA). Experiments show that QA finds a better seating arrangement than SA in the Chinese restaurant process. Moreover, our QA algorithm is as easy as an SA algorithm to implement. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Quantum annealing / Infinite mixture models / Optimization / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 87, IBISML2011-16, pp. 111-117, June 2011. | |
| Paper # | IBISML2011-16 | |
| Date of Issue | 2011-06-13 (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) | |
| Download PDF | IBISML2011-16 |
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| Conference Information | |
| Committee | IBISML |
| Conference Date | 2011-06-20 - 2011-06-21 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Takeda Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Machine learning and its applications |
| Paper Information | |
| Registration To | IBISML |
| Conference Code | 2011-06-IBISML |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Quantum annealing for Infinite Mixture Models |
| Sub Title (in English) | |
| Keyword(1) | Quantum annealing |
| Keyword(2) | Infinite mixture models |
| Keyword(3) | Optimization |
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| 1st Author's Name | Issei Sato |
| 1st Author's Affiliation | Tokyo University (Tokyo Univ.) |
| 2nd Author's Name | Kenichi Kurihara |
| 2nd Author's Affiliation | Google (Google) |
| 3rd Author's Name | Shu Tanaka |
| 3rd Author's Affiliation | Tokyo University (Tokyo Univ.) |
| 4th Author's Name | Seiji Miyashita |
| 4th Author's Affiliation | Tokyo University (Tokyo Univ.) |
| 5th Author's Name | Hiroshi Nakagawa |
| 5th Author's Affiliation | Tokyo University (Tokyo Univ.) |
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| Speaker | Author-1 |
| Date Time | 2011-06-21 11:00:00 |
| Presentation Time | 30 minutes |
| Registration for | IBISML |
| Paper # | IBISML2011-16 |
| Volume (vol) | vol.111 |
| Number (no) | no.87 |
| Page | pp.111-117 |
| #Pages | 7 |
| Date of Issue | 2011-06-13 (IBISML) |
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