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Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) [schedule] [select]
Chair Takashi Washio (Osaka Univ.)
Vice Chair Kenji Fukumizu (ISM), Masashi Sugiyama (Tokyo Inst. of Tech.)
Secretary Tomoko Matsui (ISM), Shigeyuki Ohba (Kyoto Univ.)
Assistant Koji Tsuda (Univ. of Tokyo), Hisashi Kashima (Kyoto Univ.)

Conference Date Thu, Mar 17, 2016 13:00 - 16:35
Fri, Mar 18, 2016 10:00 - 11:55
Topics Statistical Mathematics, Machine Learning, Data Mining, etc. 
Conference Place Institute of Statistical Mathematics 
Copyright
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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)

Thu, Mar 17 PM 
13:00 - 15:30
(1) 13:00-13:25 Collaborative ranking based on relative preference IBISML2015-94 Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto (Kyushu Univ.)
(2) 13:25-13:50 Max-Margin Latent Feature Relational Models with Dual Decomposition for Relational Attribute Prediction IBISML2015-95 Tsubasa Nishide, Koji Eguchi (Kobe Univ.)
(3) 13:50-14:15 Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds IBISML2015-96 Mina Ashizawa (UTokyo), Hiroaki Sasaki (NAIST), Tomoya Sakai, Masashi Sugiyama (UTokyo)
  14:15-14:30 Break ( 15 min. )
(4) 14:30-15:30 Invited Talk
Shohei Shimizu (Osaka U)
  15:30-15:45 Break ( 15 min. )
Thu, Mar 17 PM 
15:45 - 16:35
(1) 15:45-16:10 Learning and Generalization in Neural Networks using Hamiltonian Monte Carlo Method IBISML2015-97 Fumito Nakamura, Sumio Watanabe (Tokyo Tech)
(2) 16:10-16:35 Bayesian Monte-Carlo tree search method and its application to linear constrained nonlinear control problems IBISML2015-98 Ryo Otsuki, Shin-ichi Maeda, Shin Ishii (Kyoto Univ.)
Fri, Mar 18 AM 
10:00 - 11:55
(3) 10:00-10:25 An Efficient Tensor Spectral Algorithm for Learning Rank Deficient Co-cluster Structure from Large Scale Relational Data IBISML2015-99 Hideo Umetani, Iku Ohama (Panasonic Co., Ltd)
(4) 10:25-10:50 Entropy Estimator Based on Polynomial Regression with Poisson Error Structure IBISML2015-100 Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.)
  10:50-11:05 Break ( 15 min. )
(5) 11:05-11:30 Block-sparse Extensions of Recovery Conditions of Overcomplete Dictionaries IBISML2015-101 Yasushi Terazono, Kenji Yamanishi (UTokyo)
(6) 11:30-11:55 Dimension Estimation of Topological Manifolds based on Measure of Simplexes and Application to Manifold Learning IBISML2015-102 Hajime Tasaki, Jinhui Chao (Chuo Univ.)

Announcement for Speakers
General TalkEach speech will have 20 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]
Contact Address  


Last modified: 2016-03-17 09:03:09


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