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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 Mon, Nov 17, 2014 17:00 - 20:00
Tue, Nov 18, 2014 15:00 - 18:00
Wed, Nov 19, 2014
Topics  
Conference Place Nagoya Univ. 
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 17 PM 
17:00 - 20:00
(1) 17:00-20:00 [Poster Presentation]
Application of partial parallel interference cancellation to sparse signal recovery IBISML2014-35
Koujin Takeda (Ibaraki Univ.), Toshiyuki Tanaka (Kyoto Univ.)
(2) 17:00-20:00 [Poster Presentation]
Feature Extraction for Image Classification using Restricted Boltzmann Machines IBISML2014-36
Reiki Suda, Koujin Takeda (Ibaraki Univ.)
(3) 17:00-20:00 [Poster Presentation]
Approximate Models of Probability Distributions for Principal Components of Sample Mahalanobis Distances
-- About Each Element and Partial Sum of Sample Mahalanobis Distances --
IBISML2014-37
Yasuyuki Kobayashi (Teikyo Univ.)
(4) 17:00-20:00 [Poster Presentation]
Theoretical Analysis of Empirical MAP and Empirical Partially Bayes IBISML2014-38
Shinichi Nakajima (TU Berlin), Masashi Sugiyama (Univ. of Tokyo)
(5) 17:00-20:00 [Poster Presentation]
Entropy Estimators Based on Simple Linear Regression IBISML2014-39
Hideitsu Hino (Univ. of Tukuba), Kensuke Koshijima (Recruit), Noboru Murata (Waseda Univ.)
(6) 17:00-20:00 [Poster Presentation]
Importance-Weighted Covariance Estimation for Robust Common Spatial Pattern IBISML2014-40
Alessandro Balzi (PoliMi), Florian Yger, Masashi Sugiyama (Univ. of Tokyo)
(7) 17:00-20:00 [Poster Presentation]
Breakdown Point of Robust Support Vector Machine IBISML2014-41
Takafumi Kanamori (Nagoya Univ.), Shuhei Fujiwara, Akiko Takeda (Univ. of Tokyo)
(8) 17:00-20:00 [Poster Presentation]
Possibilities and limitations of machine learning on unweighted graphs
-- From the viewpoint of random geometric graph theory --
IBISML2014-42
Yoshikazu Terada (NICT), Ulrike von Luxburg (Univ. of Hamburg)
(9) 17:00-20:00 [Poster Presentation]
Exact SVM Training by Wolfe's Minimum Norm Point Algorithm IBISML2014-43
Masashi Kitamura, Akiko Takeda, Satoru Iwata (Univ. of Tokyo)
(10) 17:00-20:00 [Poster Presentation]
Efficient leave-one-out cross-validation for L2-regularized classifier IBISML2014-44
Shota Okumura, Yoshiki Suzuki, Kohei Ogawa, Yuki Shinmura, Ichiro Takeuchi (NIT)
(11) 17:00-20:00 [Poster Presentation]
Geometry of Fisher's linear discriminant analysis IBISML2014-45
Jun Fujiki, Masaru Tanaka (Fukuoka Univ.), Hitoshi Sakano (NTT data), Akisato Kimura (NTT)
(12) 17:00-20:00 [Poster Presentation]
Heuristic principal component analysis based unsupervised feature extraction and its application to bioinformatics IBISML2014-46
Y-h. Taguchi (Chuo Univ)
(13) 17:00-20:00 [Poster Presentation]
Differential Privacy on Linear Regression Model of Crowdsensing IBISML2014-47
Tran Quang Khai, Kazuto Fukuchi, Jun Sakuma (Univ. of Tsukuba)
(14) 17:00-20:00 [Poster Presentation]
Reconstructive Neural Net based on Context Free Grammar IBISML2014-48
Takuo Hamaguchi, Masashi Shimbo, Yuji Matsumoto (NAIST)
(15) 17:00-20:00 [Poster Presentation]
Multitask learning meets tensor factorization: task imputation via convex optimization IBISML2014-49
Kishan Wimalawarne (Tokyo Inst. of Tech.), Masashi Sugiyama (Univ. of Tokyo), Ryota Tomioka (TTIC)
(16) 17:00-20:00 [Poster Presentation]
Statistical mechanical analysis of lossy compression by overcomplete basis IBISML2014-50
Yoshinori Nakanishi-Ohno (Univ. Tokyo), Tomoyuki Obuchi (Tokyo Tech), Masato Okada (Univ. Tokyo), Yoshiyuki Kabashima (Tokyo Tech)
(17) 17:00-20:00 [Poster Presentation]
Direct Density Ratio Estimation with Convolutional Neural Networks with Application in Outlier Detection IBISML2014-51
Hyunha Nam (Tokyo Inst. of Tech.), Masashi Sugiyama (Univ. of Tokyo)
(18) 17:00-20:00 [Poster Presentation]
Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation IBISML2014-52
Hiroaki Sasaki (Univ. of Tokyo), Yung-Kyun Noh (KAIST), Masashi Sugiyama (Univ. of Tokyo)
(19) 17:00-20:00 [Poster Presentation]
An Online Policy Gradient Algorithm for Continuous State and Action Markov Decision Processes with Bandit Feedback IBISML2014-53
Yao Ma (Tokyo Inst. of Tech.), Masashi Sugiyama (Univ. of Tokyo)
(20) 17:00-20:00 [Poster Presentation]
Efficient Method for Computing Belief Propagation, with Application to CDMA Multiuser Detection IBISML2014-54
Arise Kuriya, Toshiyuki Tanaka (Kyoto Univ)
(21) 17:00-20:00 [Poster Presentation]
Target Shift Adaptation for Conditional Density Estimation and Regression IBISML2014-55
Tuan Duong Nguyen (Tokyo Inst. of Tech.), Marthinus Christoffel du Plessis, Masashi Sugiyama (Univ. of Tokyo)
(22) 17:00-20:00 [Poster Presentation]
Training Algorithm for Restricted Boltzmann Machines Using Auxiliary Function Approach IBISML2014-56
Norihiro Takamune (Univ. of Tokyo), Hirokazu Kameoka (Univ. of Tokyo/NTT)
(23) 17:00-20:00 [Poster Presentation]
Unified approach for auditory scene analysis based on multichannel factorial hidden Markov model IBISML2014-57
Takuya Higuchi (Univ. of Tokyo), Hirokazu Kameoka (Univ. of Tokyo/NTT)
(24) 17:00-20:00 [Poster Presentation]
Regularized multi-task learning for multi-dimensional log-density gradient estimation IBISML2014-58
Ikko Yamane (Tokyo Inst. of Tech.), Hiroaki Sasaki, Masashi Sugiyama (Univ. of Tokyo)
(25) 17:00-20:00 [Poster Presentation]
Online Direct Density-ratio Estimation under the Kullback-Leibler Loss IBISML2014-59
Marthinus Christoffel du Plessis (Univ. of Tokyo), Hiroaki Shiino (Tokyo Inst. of Tech.), Masashi Sugiyama (Univ. of Tokyo)
Tue, Nov 18 PM 
15:00 - 18:00
(26) 15:00-18:00 [Poster Presentation]
An Infinite Superimposed Discrete All-pole Model based on Gamma Processes for Music Signal Analysis IBISML2014-60
Kazuyoshi Yoshii, Katsutoshi Itoyama (Kyoto Univ.), Masataka Goto (AIST)
(27) 15:00-18:00 [Poster Presentation]
A note on least angle regression in orthogonal case IBISML2014-61
Katsuyuki Hagiwara (Mie Univ.)
(28) 15:00-18:00 [Poster Presentation]
Denoising High-dimensional Sequences with the Bidirectional Recurrent Restricted Boltzmann Machine IBISML2014-62
Shoken Kaneko (Yamaha Co.)
(29) 15:00-18:00 [Poster Presentation]
Optimization Method of LASSO Hyperparameter using WAIC IBISML2014-63
Dai Miyazaki, Sumio Watanabe (Tokyo Tech)
(30) 15:00-18:00 [Poster Presentation]
Asymptotic Analysis of Variational Bayesian Latent Dirichlet Allocation IBISML2014-64
Shinichi Nakajima (TU Berlin), Issei Sato, Masashi Sugiyama (Univ. of Tokyo), Kazuho Watanabe (Toyohashi Univ. of Tech.), Hiroko Kobayashi (Nikon)
(31) 15:00-18:00 [Poster Presentation]
Learning from Positive and Unlabeled Data 1: Classifier Training and Theoretical Analysis IBISML2014-65
Marthinus Christoffel du Plessis (Univ. of Tokyo), Gang Niu (Baidu), Masashi Sugiyama (Univ. of Tokyo)
(32) 15:00-18:00 [Poster Presentation]
Learning from Positive and Unlabeled Data 2: Computationally Efficient Estimation of Class Priors IBISML2014-66
Marthinus Christoffel du Plessis (Univ. of Tokyo), Gang Niu (Baidu), Masashi Sugiyama (Univ. of Tokyo)
(33) 15:00-18:00 [Poster Presentation]
Parallel Distributed Block Coordinate Descent Methods based on Pairwise Comparison Oracle IBISML2014-67
Kota Matsui (Nagoya Inst. of Tech.), Wataru Kumagai (Kanagawa Univ.), Takafumi Kanamori (Nagoya Univ.)
(34) 15:00-18:00 [Poster Presentation]
Robust Estimation under Heavy Contamination using Unnormalized Models IBISML2014-68
Takafumi Kanamori (Nagoya Univ.), Hironori Fujisawa (ISM)
(35) 15:00-18:00 [Poster Presentation]
Unsupervised Dimension Reduction via Least-Squares Quadratic Mutual Information IBISML2014-69
Janya Sainui (Tokyo Inst. of Tech.), Masashi Sugiyama (Univ. of Tokyo)
(36) 15:00-18:00 [Poster Presentation]
Support consistency of direct sparse-change learning in Markov networks IBISML2014-70
Song Liu, Taiji Suzuki (Tokyo Inst. of Tech.), Masashi Sugiyama (Univ. of Tokyo)
(37) 15:00-18:00 [Poster Presentation]
Coping with Class Balance Change in Classification : Class-Prior Estimation with Energy Distance IBISML2014-71
Hideko Kawakubo (Tokyo Inst. of Tech.), Marthinus Christoffel du Plessis, Masashi Sugiyama (Univ. of Tokyo)
(38) 15:00-18:00 [Poster Presentation]
Gauge Theory on Measure Space
-- tau-Information Geometry --
IBISML2014-72
Masaru Tanaka (Fukuoka Univ.)
(39) 15:00-18:00 [Poster Presentation]
Combination of LSTM and CNN on recognizing mathematical symbols IBISML2014-73
Hai Nguyen Dai, Anh Le Duc, Masaki Nakagawa (TUAT)
(40) 15:00-18:00 [Poster Presentation]
The method of clustering data on polar codinates IBISML2014-74
Yuji Fujjiwara (INCT), Kazuhisa Fujita (INCT/UEC)
(41) 15:00-18:00 [Poster Presentation]
Tensor Regression and Classification with Latent and Scaled Latent Norms IBISML2014-75
Kishan Wimalawarne (Tokyo Inst. of Tech.), Masashi Sugiyama (Univ. of Tokyo), Ryota Tomioka (TTIC)
(42) 15:00-18:00 [Poster Presentation]
Basis functions for fast learning of log-linear models IBISML2014-76
Kazuya Takabatake, Shotaro Akaho (AIST)
(43) 15:00-18:00 [Poster Presentation]
Infinitely exchangeable rectangular partitioning IBISML2014-77
Masahiro Nakano, Katsuhiko Ishiguro, Akisato Kimura, Takeshi Yamada, Naonori Ueda (NTT)
(44) 15:00-18:00 [Poster Presentation]
Enumerating all the optimal solutions of multiple travelling salesman problem by using simpath algorithm IBISML2014-78
Masashi Ogawa, Masato Inoue (Waseda Univ.)
(45) 15:00-18:00 [Poster Presentation]
Direct Estimation of the Derivative of Quadratic Mutual Information with Application in Sufficient Dimension Reduction IBISML2014-79
Voot Tangkaratt (Tokyo Inst. of Tech.), Hiroaki Sasaki, Masashi Sugiyama (Univ. of Tokyo)
(46) 15:00-18:00 [Poster Presentation]
Symbolization approach for large-scale driving corpus IBISML2014-80
Takashi Bando, Kazuhito Takenaka, Masataka Mori (DENSO), Tadahiro Taniguchi (Ritsumeikan Univ.), Chiyomi Miyajima, Kazuya Takeda (Nagoya Univ.)
(47) 15:00-18:00 [Poster Presentation]
Nonlinear Regression Using Deep Learning IBISML2014-81
Wataru Uchiyama, Toshiyuki Tanaka (Kyoto Univ.)
(48) 15:00-18:00 [Poster Presentation]
Performance analysis of auto-associative neural networks on diluted modular networks IBISML2014-82
Toshiyuki Yamane (TRL), Gouhei Tanaka (Univ. Tokyo), Daiju Nakano (TRL), Ryosho Nakane (Univ. Tokyo), Yasunao Katayama (TRL)
(49) 15:00-18:00 [Poster Presentation]
A Note on Attack Against Nonlinear Combiner Generator Using Sum-Product Algorithm IBISML2014-83
Kota Kubo, Shota Saito, Akira Kamatsuka, Toshiyasu Matsushima (Waseda Univ.)
(50) 15:00-18:00 [Poster Presentation]
Time-varying activity intensity estimation with low-rank bilinear model IBISML2014-84
Keisuke Maeda, Masamichi Shimosaka (UTokyo), Kota Tsubouchi (Yahoo!JAPAN)

Announcement for Speakers
Poster PresentationEach speech will have 180 minutes for presentation and 0 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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