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Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) [schedule] [select]
Chair Hisashi Kashima (Kyoto Univ.)
Vice Chair Masashi Sugiyama (Univ. of Tokyo), Koji Tsuda (Univ. of Tokyo)
Secretary Ichiro Takeuchi (Nagoya Inst. of Tech.), Toshihiro Kamishima (AIST)
Assistant Tomoharu Iwata (NTT), Shigeyuki Oba (Kyoto Univ.)

Conference Date Mon, Nov 5, 2018 15:10 - 18:10
Tue, Nov 6, 2018
Wed, Nov 7, 2018
Topics Information-Based Induction Science Workshop (IBIS2018) 
Conference Place Hokkaido Citizens Activities Center (Kaderu 2.7) 
Address 7-chome, Kita 2-jo Nishi, Chuo-ku, Sapporo-shi, 060-0002 Japan
Transportation Guide http://homepage.kaderu27.or.jp/index.html
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)

Mon, Nov 5 PM 
15:10 - 18:10
(1) 15:10-18:10 [Poster Presentation]
IBISML2018-44
Shin-ichiro Goto (Kyoto Univ.), Hideitsu Hino (ISM)
(2) 15:10-18:10 [Poster Presentation]
Parameter Density Inheritance Using Kernel Density Estimation for Efficient CNN Learning IBISML2018-45
Keisuke Horiuchi, Keisuke Kameyama (Tsukuba Univ.)
(3) 15:10-18:10 [Poster Presentation]
A Fast Approximation of the Nadaraya-Watson Regression with the k-Nearest Neighbor Crossover Kernel IBISML2018-46
Toshio Ito, Naoki Hamada, Kotaro Ohori, Hiroyuki Higuchi (FUJITSU LAB)
(4) 15:10-18:10 [Poster Presentation]
Posterior mean approximation solution combining multiple image prior distributions in MR image reconstruction IBISML2018-47
Nanako Kubota, Ken Harada (Waseda Univ.), Koji Fujimoto, Tomohisa Okada (Kyoto Univ.), Masato Inoue (Waseda Univ.)
(5) 15:10-18:10 [Poster Presentation]
Inference for Logitistic Regression Mixture Model with Local Variational Approximation and Study for Variational Free Energy IBISML2018-48
Fumito Nakamura, Ryosuke Konishi (Generic Solution), Yasushi Kiyoki (Keio)
(6) 15:10-18:10 IBISML2018-49
(7) 15:10-18:10 [Poster Presentation]
Generalized Dirichlet-Process-Means with f-Mean and Analysis of Influence Function IBISML2018-50
Masahiro Kobayashi, Kazuho Watanabe (Toyohashi Tech.)
(8) 15:10-18:10 [Poster Presentation]
Variational Approximation Accuracy in Non-negative Matrix Factorization IBISML2018-51
Naoki Hayashi (MSI)
(9) 15:10-18:10 [Poster Presentation]
Safe Screening of a Sparse KLIEP Model on Markov Network Structural Change Detection IBISML2018-52
Hiroki Sato (Gifu Univ), Motoki Shiga (Gifu Univ./JST/RIKEN), Makoto Yamada (Kyoto Univ./JST/RIKEN)
(10) 15:10-18:10 [Poster Presentation]
Learning Hierarchical Structure via Nearest Neighbor Search and Formal Concept Analysis IBISML2018-53
Yuka Yoneda (Osaka Univ.), Mahito Sugiyama (NII), Takashi Washio (Osaka Univ.)
(11) 15:10-18:10 [Poster Presentation]
Statistical Mechanical Analysis of Single-layer Perceptron with Layer Normalization IBISML2018-54
Shiro Takagi, Yuki Yoshida, Masato Okada (Tokyo Univ.)
(12) 15:10-18:10 [Poster Presentation]
Development of the topology-preserving image alignment based on a local deformation of kernel density function IBISML2018-55
Masataka Watajima (KIT), Sayuri Kuge, Takeshi Ishihara (KU), Yuichi Iino (UT), Ryo Yoshida (ISM), Terumasa Tokunaga (KIT)
(13) 15:10-18:10 [Poster Presentation]
CNN's Robustness Against Large Scale Dataset IBISML2018-56
Ryuichiro Hataya, Hideki Nakayama (UTokyo)
(14) 15:10-18:10 [Poster Presentation]
Crowd Navigation via Bayesian Optimization of Multi-agent Simulation IBISML2018-57
Hitoshi Shimizu, Takuma Otsuka, Tomoharu Iwata, Hiroshi Sawada, Futoshi Naya, Naonori Ueda (NTT)
(15) 15:10-18:10 [Poster Presentation]
Learning Restricted Boltzmann Machine via the Adaptive Thouless-Anderson-Palmer Mean-Field Approximation IBISML2018-58
Chako Takahashi (Tohoku Univ.), Muneki Yasuda (Yamagata Univ.), Kazuyuki Tanaka (Tohoku Univ.)
(16) 15:10-18:10 [Poster Presentation]
Bayesian Optimization for Multiobjective Optimization and Multipoint Search IBISML2018-59
Takashi Wada (KSL), Hideitsu Hino (ISM)
(17) 15:10-18:10 [Poster Presentation]
How does the complexity of critic affect the performance of WGAN? IBISML2018-60
Akihiro Iohara, Toshiyuki Tanaka (Kyoto Univ.)
(18) 15:10-18:10 [Poster Presentation]
Online Prediction for Varying Bernoulli Processes by Minimax Strategy IBISML2018-61
Kenta Konagayoshi, Kazuho Watanabe (Toyohashi Tech)
(19) 15:10-18:10 [Poster Presentation]
Proposal of Hyperparameter Optimization Framework Using a Non-Stationary Multi-Armed Bandit Algorithm IBISML2018-62
Kenshi Abe, Masahiro Nomura (CA)
(20) 15:10-18:10 [Poster Presentation]
Watermarking of Neural Network with Exponential Weighting Parameters IBISML2018-63
Ryota Namba (Tsukuba Univ.), Jun Sakuma (Tsukuba Univ./riken)
(21) 15:10-18:10 [Poster Presentation]
Distance Metric Learning Between Graphs Based on Subgraph IBISML2018-64
Tomoki Yoshida (NITech), Ichiro Takeuchi (NITech/NIMS/RIKEN), Masayuki Karasuyama (NITech/NIMS/JST)
(22) 15:10-18:10 [Poster Presentation]
Discovery of Governing equations in Reproducing Kernel Hilbert space IBISML2018-65
Yosuke Otsubo (Nikon), Shinichi Nakajima (TUB/RIKEN)
(23) 15:10-18:10 [Poster Presentation]
Comparison between Tsunami Height Prediction Methods Using Ocean-Bottom Pressure Values IBISML2018-66
Kenjiro Kashiwabara (UTokyo), Yasuhiko Igarashi (UTokyo/NIMS/JST), Masashi Yoshikawa (UTokyo), Toshitaka Baba (Tokushima Univ.), Takane Hori (JAMSTEC), Masato Okada (UTokyo/NIMS)
(24) 15:10-18:10 [Poster Presentation]
On comparison of dynamical systems via Perron-Frobenius operators on reproducing kernel Hilbert spaces IBISML2018-67
Isao Ishikawa (RIKEN/Keio Univ.), Keisuke Fujii (RIKEN), Masahiro Ikeda (RIKEN/Keio Univ.), Yuka Hashimoto (Keio Univ.), Yoshinobu Kawahara (Osaka Univ/RIKEN.)
(25) 15:10-18:10 [Poster Presentation]
An Efficient Branch-and-Bound Algorithm for Submodular Function Maximization IBISML2018-68
Naoya Uematsu, Shunji Umetani, Yoshinobu Kawahara (Osaka Univ./RIKEN)
(26) 15:10-18:10 [Poster Presentation]
Lattice Model Selection of Gaussian Markov Random Field IBISML2018-69
Hirosato Ito, Hirotaka Sakamoto, Shun Katakami, Masato Okada (Univ. Tokyo)
(27) 15:10-18:10 [Poster Presentation]
Selective Inference for Feature Selection after Hierarchical Clustering IBISML2018-70
Kenta Suzuki, Shigenori Inoue, Yuta Umezu (NIT), Ichiro Takeuchi (NIT/NIMS/RIKEN)
(28) 15:10-18:10 [Poster Presentation]
Estimation of Sparse Basis Representation for Non-periodic data IBISML2018-71
Shun Katakami, Hirotaka Sakamoto, Yasuhiko Igarashi, Masato Okada (Univ. Tokyo)
(29) 15:10-18:10 [Poster Presentation]
Statistical test for extracting discriminative patterns from trajectory data IBISML2018-72
Takuto Sakuma (NITech), Ichiro Takeuchi (NITech/NIMS/RIKEN)
(30) 15:10-18:10 [Poster Presentation]
Identification of Mislabeled Clinical Samples by using Iterative Discriminant Method IBISML2018-73
Yuichiro Fujita, Akira Noda (Shimadzu Corp.), Kentaro Yoshimura, Sen Takeda (Univ. of Yamanashi), Shigeki Kajihara (Shimadzu Corp.)
(31) 15:10-18:10 [Poster Presentation]
Analysis of matrix factorization dynamics from variational Bayes solution IBISML2018-74
Tomoki Tamai, Koujin Takeda (Ibaraki Univ.)
(32) 15:10-18:10 [Poster Presentation]
In-Hospital Mortality Prediction for Trauma Patients Using Cost-Sensitive MedLDA IBISML2018-75
Haruya Ishizuka, Tsukasa Ishigaki, Naoya Kobayashi, Daisuke Kudo, Atsuhiro Nakagawa (Tohoku Univ.)
(33) 15:10-18:10 [Poster Presentation]
Compensated Integrated Gradients for Visualization of Features Contributing to EEG Classification IBISML2018-76
Kazuki Tachikawa, Yuji Kawai, Jihoon Park, Minoru Asada (Osaka Univ.)
(34) 15:10-18:10 [Poster Presentation]
Realizing Large Scale Model by Integration of Stochastic Models
-- Implementation and Evaluation of Integrated Model of VAE, GMM, HMM and MLDA --
IBISML2018-77
Ryo Kuniyasu, Tomoaki Nakamura, Tatsuya Aoki (UEC), Akira Taniguchi, Ryo Ozaki, Tomoro Ishimine (Ritsumeikan Univ.), Hiroki Yokoyama (Tamagawa Univ.), Tadashi Ogura (SOKENDAI), Takayuki Nagai (UEC), Tadahiro Taniguchi (Ritsumeikan Univ.)
(35) 15:10-18:10 [Poster Presentation]
Normal mode selection of coherent phonons by Bayesian LARS-OLS IBISML2018-78
Itsushi Sakata, Yoshihiro Nagano (UTokyo), Yasushiko Igarashi (JST), Shin Murata (UTokyo), Kohji Mizoguchi (Osaka Prefecture Univ.), Ichiro Akai (Kumamoto Univ.), Masato Okada (UTokyo)
(36) 15:10-18:10 [Poster Presentation]
Hyperparameter distribution estimation for binary images with the exchange Monte Carlo method IBISML2018-79
Koki Obinata, Shun Katakami, Yue Yonghao, Masato Okada (UTokyo)
(37) 15:10-18:10 [Poster Presentation]
Bregman monotone operator splitting and its application example IBISML2018-80
Kenta Niwa (NTT), W. Bastiaan Kleijn (VUW)
(38) 15:10-18:10 [Poster Presentation]
Selective Inference for Dynamic Programming-based Sequence Segmentation IBISML2018-81
Hiroki Toda, Yuta Umezu, Takuto Sakuma (NIT), Ichiro Takeuchi (NIT/NIMS/RIKEN)
(39) 15:10-18:10 [Poster Presentation]
Comparison of Bayes estimation and variational Bayes estimation in mixed normal distribution model IBISML2018-82
Tomofumi Nakayama, Naoki Fujii (UT), Kenji Nagata (AIST/JST PRESTO), Masato Okada (UT)
(40) 15:10-18:10 [Poster Presentation]
Nonlinear Time Series Prediction using Multi-Step Learning Echo State Networks IBISML2018-83
Takanori Akiyama, Gouhei Tanaka (Tokyo Univ.)
(41) 15:10-18:10 [Poster Presentation]
Asymptotic Evaluation of Classification in the Presence of Generalized Label Noise IBISML2018-84
Goki Yasuda, Tota Suko, Manabu Kobayashi, Toshiyasu Matsushima (Waseda Univ.)
(42) 15:10-18:10 [Poster Presentation]
Detecting Unlabeled Class by Intentional Clustering using Disentangled Representation IBISML2018-85
Tomoki Fukuma, Fuijo Toriumi (Tokyo Univ.)
(43) 15:10-18:10 [Poster Presentation]
Differential Privacy for Likelihood Ratio Test IBISML2018-86
Arashi Haishima (Univ. of Tsukuba), Jun Sakuma (Univ. of Tsukuba/RIKEN)
(44) 15:10-18:10 IBISML2018-87
(45) 15:10-18:10 [Poster Presentation]
Regularized Modal Regression via Iteratively Reweighted Least-Squares IBISML2018-88
Ryoya Yamasaki, Toshiyuki Tanaka (Kyoto Univ.)
(46) 15:10-18:10 [Poster Presentation]
Bayesian Hamiltonian Selection in X-ray Photoelectron Spectroscopy IBISML2018-89
Yoh-ichi Mototake (univ of Tokyo), Masaichiro Mizumaki (JASRI), Ichiro Akai (Kumamoto Univ), Masato Okada (univ of Tokyo)
(47) 15:10-18:10 [Poster Presentation]
Tensor decomposition based unsupervised feature extraction applied to bioinformatics IBISML2018-90
Y-h. Taguchi (Chuo Univ.)
(48) 15:10-18:10 [Poster Presentation]
Algorithms for Checking Existence of a Bad Arm Utilizing Asymmetry IBISML2018-91
Koji Tabata, Atsuyoshi Nakamura, Tamiki Komatsuzaki (Hokkaido Univ.)
(49) 15:10-18:10 [Poster Presentation]
Classification Algorithms for Generalized Label Noise Model with Unknown Parameter IBISML2018-92
Tota Suko, Goki Yasuda, Shunsuke Horii, Manabu Kobayashi (Waseda Univ)
(50) 15:10-18:10 [Poster Presentation]
Analysis of Empirical Bayes Estimation for Three Parameter Group Lasso IBISML2018-93
Tsukasa Yoshida, Kazuho Watanabe (Toyohashi Tech)
(51) 15:10-18:10 [Poster Presentation]
Active learning for identifying local minimum points based on the derivative of Gaussian process IBISML2018-94
Yu Inatsu (RIKEN), Daisuke Sugita (NITech), Kazuaki Toyoura (Kyoto Univ.), Ichiro Takeuchi (NITech/RIKEN/NIMS)
(52) 15:10-18:10 [Poster Presentation]
Active Learning in Sparse Linear Regression Models via Selective Inference IBISML2018-95
Yuta Umezu (NIT), Ichiro Takeuchi (NIT/NIMS/RIKEN)
(53) 15:10-18:10 [Poster Presentation]
Recommendation for Market Places using Non-negative Matrix Factorization and MDL Priciple IBISML2018-96
Yosuke Arano (Kyushu Univ.), Yusuke Miyake (GMO Pepabo), Masanori Kawakita, Junichi Takeuchi (Kyushu Univ.)
(54) 15:10-18:10 [Poster Presentation]
A Note on the Estimation Method of Causality Effects based on Statistical Decision Theory IBISML2018-97
Shunsuke Horii, Tota Suko (Waseda Univ.)
(55) 15:10-18:10 [Poster Presentation]
Sparse modeling of extended X-ray absorption fine structures (EXAFS) through Bayesian LARS-OLS IBISML2018-98
Yasuhiko Igarashi (JST), Kazunori Iwamitsu (Kumamoto U.), Toshihiro Okajima (Kyushu LRC), Ichiro Akai (Kumamoto U.), Masato Okada (Univ. Tokyo)
(56) 15:10-18:10 [Poster Presentation]
3D-Skeleton-Based Human Action Recognition with a Combination of Random Convolutional Networks and Echo State Networks IBISML2018-99
Zhiqiang Tong, Gouhei Tanaka (Univ. of Tokyo)
(57) 15:10-18:10 [Poster Presentation]
A Self-Organization Model Developing Higher Order Units by Self-Test Learning IBISML2018-100
Akira Date, Shunsuke Hanai (Univ. of Miyazaki)
(58) 15:10-18:10 [Poster Presentation]
Transfer Learning Among Time Series Data IBISML2018-101
Hao Niu, Kei Yonekawa, Mori Kurokawa, Arei Kobayashi (KDDI Research)
(59) 15:10-18:10 [Poster Presentation]
Revising the Algorithm of Ensenble Learning by an Index of Complementarity among Weak Learners IBISML2018-102
Shota Utsumi, Keisuke Kameyama (Univ. of Tsukuba)
(60) 15:10-18:10 [Poster Presentation]
IBISML2018-103
Kei Yonekawa, Hao Niu, Mori Kurokawa, Arei Kobayashi (KDDI Research)
(61) 15:10-18:10 [Poster Presentation]
Conservation law presumption from the manifold structure captured by Deep Neural Networks
-- Estimation of conservation law via noether's theorem from symmetry information of manifolds --
IBISML2018-104
You-ichi Mototake (univ of Tokyo)

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