| Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) |
[schedule] [select]
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| Chair |
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Kenji Fukumizu (ISM) |
| Vice Chair |
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Masashi Sugiyama (Univ. of Tokyo), Hisashi Kashima (Kyoto Univ.) |
| Secretary |
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Koji Tsuda (Univ. of Tokyo), Ichiro Takeuchi (Nagoya Inst. of Tech.) |
| Assistant |
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Toshihiro Kamishima (AIST), Tomoharu Iwata (NTT) |
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| Conference Date |
Mon, Mar 6, 2017 13:30 - 17:30
Tue, Mar 7, 2017 10:00 - 14:30 |
| Topics |
Statistical Mathematics, Machine Learning, Data Mining, etc. |
| Conference Place |
Tokyo Institute of Technology, Ookayama campus |
| Transportation Guide |
http://www.titech.ac.jp/english/maps/ |
Contact
Person |
Taiji Suzuki |
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) |
Mon, Mar 6 PM Theory of machine learning
Chair: Taiji Suzuki
13:30 - 16:15 |
| (1) |
13:30-14:00 |
Tighter generalization bounds for matrix completion based on non-negative matrix factorization with norm constraints  IBISML2016-100 |
Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto (Kyushu Univ.) |
| (2) |
14:00-14:30 |
Exact calculation of grid-structured Markov random field model by corner transfer matrix method IBISML2016-101 |
Tomoharu Yoshida, Kazuho Watanabe, Kyoji Umemura (Toyohashi Univ. of Tech.) |
| (3) |
14:30-15:00 |
Degrees of freedom in submodular regularization IBISML2016-102 |
Kentaro Minami, Fumiyasu Komaki (The University of Tokyo) |
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15:00-15:15 |
Break ( 15 min. ) |
| (4) |
15:15-16:15 |
Invited talk
Yuichi Yoshida (National Institute of Informatics)
"Constant time algorithms in machine learning" |
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16:15-16:30 |
Break ( 15 min. ) |
Mon, Mar 6 PM Deep learning
Chair: Taiji Suzuki
16:30 - 17:30 |
| (5) |
16:30-17:00 |
New Lerning Algorythm of Neural Network using Integral Representation and Kernel Herding IBISML2016-103 |
Takuo Matsubara, Sho Sonoda, Noboru Murata (Waseda Univ.) |
| (6) |
17:00-17:30 |
Recurrent Neural Networks for task-evoked fMRI data classification IBISML2016-104 |
Koya Ohashi (Tokyo Tech), Taiji Suzuki (Tokyo Tech/JST/RIKEN) |
Tue, Mar 7 AM Optimization method
Chair: Shunichi Nomura
10:00 - 12:00 |
| (7) |
10:00-10:30 |
Safe Pruning Rule for Predictive Sequential Pattern Mining and Its Application to Bio-logging Data Analysis IBISML2016-105 |
Kaoru Kishimoto (NITech), Masayuki Karasuyama (NIT), Kazuya Nakagawa (NITech), Kotaro Kimura (Osaka Univ.), Ken Yoda (Nagoya Univ.), Yuta Umezu, Shinsuke Kajioka (NITech), Koji Tsuda (UTokyo), Ichiro Takeuchi (NITech) |
| (8) |
10:30-11:00 |
Doubly Accelerated Stochastic Variance Reduced Gradient Method for Regularized Empirical Risk Minimization IBISML2016-106 |
Tomoya Murata, Taiji Suzuki (Tokyo Tech) |
| (9) |
11:00-11:30 |
A study on minimizing size of sparse model optimization problem: exploiting safe rules for keeping and removing variables IBISML2016-107 |
Masayuki Karasuyama (NIT/NIMS/JST), Atsushi Shibagaki (NIT), Ichiro Takeuchi (NIT/NIMS/RIKEN/NIMS) |
| (10) |
11:30-12:00 |
A stochastic optimization method and generalization bounds for voting classifiers by continuous density functions IBISML2016-108 |
Atsushi Nitanda (Tokyo Tech./NTTDATA MSI), Taiji Suzuki (Tokyo Tech./JST/RIKEN) |
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12:00-13:00 |
Lunch break ( 60 min. ) |
Tue, Mar 7 PM Applications of machine learning
Chair: Taiji Suzuki
13:00 - 14:30 |
| (11) |
13:00-13:30 |
Classification of In-week and -day Patterns of Ambulatory Activity Using a Hierarchical Topic Model and Interpolation of Step Counts in Missing Days IBISML2016-109 |
Shunichi Nomura (Tokyo Tech.), Michiko Watanabe, Yuko Oguma (Keio Univ.) |
| (12) |
13:30-14:00 |
Topic model for analysis of gene expression data IBISML2016-110 |
Koji Iwayama (Ryukoku Univ.), Atsushi J. Nagano (Ryukoku Univ./Kyoto Univ.) |
| (13) |
14:00-14:30 |
CTC network with explicit representation vector of Markov property IBISML2016-111 |
Yuta Kawachi, Taichi Asami, Yoshikazu Yamaguchi, Yushi Aono (NTT) |
| Announcement for Speakers |
| General Talk | Each speech will have 25 minutes for presentation and 5 minutes for discussion. |
| Contact Address and Latest Schedule Information |
| IBISML |
Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) [Latest Schedule]
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| Contact Address |
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Last modified: 2017-01-24 17:54:16
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