IEICE Technical Report

Print edition: ISSN 0913-5685      Online edition: ISSN 2432-6380

Volume 113, Number 286

Infomation-Based Induction Sciences and Machine Learning

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Table of contents

IBISML2013-36
[Poster Presentation] Model Selection of Layered Neural Networks using WBIC based on Steepest Descent and MCMC Method
Yusuke Tamai, Sumio Watanabe (Tokyo Inst. of Tech.)
pp. 1 - 6

IBISML2013-37
[Poster Presentation] Global Solvers for Variational Bayesian Low-rank Subspace Clustering
Shinichi Nakajima (Nikon), Akiko Takeda (Univ. of Tokyo), S. Derin Babacan (Google), Masashi Sugiyama (Tokyo Inst. of Tech.), Ichiro Takeuchi (Nagoya Inst. of Tech.)
pp. 7 - 14

IBISML2013-38
[Poster Presentation] A boosting method considering tolerance against noisy data by weighting each data according to the distance between incidents
Shinjiro Fujita, Sayaka Kamei, Satoshi Fujita (Hiroshima Univ.)
pp. 15 - 21

IBISML2013-39
[Poster Presentation] Safe Sample Screening Rule on Hinge Loss Minimization
Kohei Ogawa, Yamato Kawamoto, Yoshiki Suzuki, Ichiro Takeuchi (Nagoya Inst. of Tech.)
pp. 23 - 30

IBISML2013-40
[Poster Presentation] Statistical mechanics of Bayesian optimal dictionary learning
Ayaka Sakata, Yoshiyuki Kabashima (Tokyo Inst. of Tech.)
pp. 31 - 38

IBISML2013-41
[Poster Presentation] Performance Comparisons between Dependency Networks and Bayesian Networks
Kazuya Takabatake, Shotaro Akaho (AIST)
pp. 39 - 44

IBISML2013-42
[Poster Presentation] Optimization-based Multivariate Two-sample Test and Its Efficient Computation
Yuki Shinmura, Yusuke Saida, Ichiro Takeuchi (Nagoya Inst. of Tech.)
pp. 45 - 52

IBISML2013-43
[Poster Presentation] Direct Conditional Probability Density Estimation based on Sparse Additive Models
Motoki Shiga (Gifu Univ.), Masashi Sugiyama (Tokyo Inst. of Tech.)
pp. 53 - 60

IBISML2013-44
[Poster Presentation] Exaluation of Revised IP-OLDF with S-SVM, LDF and logistic regression by K-fold cross-validation
Shuichi Shinmura (Seikei Univ.)
pp. 61 - 68

IBISML2013-45
[Poster Presentation] Non-Convex Optimization of Robust Support Vector Regression by Utilizing Parametric Programming
Shinya Suzumura, Ichiro Takeuchi (Nagoya Inst. of Tech.), Masashi Sugiyama (Tokyo Inst. of Tech.)
pp. 69 - 75

IBISML2013-46
[Poster Presentation] Query auditing for privacy preserving similarity search
Hiromi Arai (RIKEN), Koji Tsuda (AIST), Jun Sakuma (Univ. of Tsukuba)
pp. 77 - 83

IBISML2013-47
[Poster Presentation] Inter-subject Common Spatial Pattern Filter for Motor Imagery based Brain Computer Interface
Tatsuya Yokota, Yukihiko Yamashita (Tokyo Inst. of Tech.), Andrzej Cichocki (RIKEN)
pp. 85 - 90

IBISML2013-48
[Poster Presentation] Typical Performance of Sharpe Ratio Using Replica Analysis
Takashi Shinzato (Akita Prefectural Univ.)
pp. 91 - 98

IBISML2013-49
[Poster Presentation] Predicting Protein Complexes by Sampling More Accurately and Efficiently
Chasanah Kusumastuti Widita, Osamu Maruyama (Kyushu Univ.)
pp. 99 - 106

IBISML2013-50
[Poster Presentation] A Study On Multiple Matrix Factorization
Masahiro Kohjima, Kenji Esaki, Noriko Takaya, Hiroshi Sawada (NTT)
pp. 107 - 114

IBISML2013-51
[Poster Presentation] Support vector comparison machines
Toby Dylan Hocking, Supaporn Spanurattana, Masashi Sugiyama (Tokyo Inst. of Tech.)
pp. 115 - 121

IBISML2013-52
[Poster Presentation] The Method to Extract Latent Skills from Time Series Examination Results with Matrix Factorization
Shinichi Oeda, Eriko Amano (KNCT), Kenji Yamanishi (Univ. of Tokyo)
pp. 123 - 130

IBISML2013-53
[Poster Presentation] Computationally Efficient Estimation of Squared-loss Mutual Information with Multiplicative Kernel Models
Tomoya Sakai, Masashi Sugiyama (Tokyo Inst. of Tech.)
pp. 131 - 137

IBISML2013-54
[Poster Presentation] Sample Complexity Reduction in Reinforcement Learning by Transferred Transition and Reward Probability
Kouta Oguni, Kazuyuki Narisawa, Ayumi Shinohara (Tohoku Univ.)
pp. 139 - 146

IBISML2013-55
[Poster Presentation] Distributional Statistics Estimation via Kernel Mean Embeddings -- Density Function, Credible interval, and Moment Estimation --
Motonobu Kanagawa (SOKENDAI), Kenji Fukumizu (ISM)
pp. 147 - 154

IBISML2013-56
[Poster Presentation] Gaussian Sparse Hashing
Koichiro Suzuki, Mitsuru Ambai, Ikuro Sato (Denso IT Labo)
pp. 155 - 160

IBISML2013-57
[Poster Presentation] Infinite Positive Semidefinite Tensor Factorization based on Gamma Process for Music Signal Analysis
Kazuyoshi Yoshii (AIST), Ryota Tomioka (Univ. of Tokyo), Daichi Mochihashi (ISM), Masataka Goto (AIST)
pp. 161 - 168

IBISML2013-58
[Poster Presentation] Probabilistic Partial Canonical Correlation Analysis
Yusuke Mukuta, Tatsuya Harada (Univ. of Tokyo)
pp. 169 - 176

IBISML2013-59
[Poster Presentation] Improvement of independent component analysis by an estimation of the error distribution of higher-order statistics
Yoshitatsu Matsuda, Kazunori Yamaguchi (Univ. of Tokyo)
pp. 177 - 183

IBISML2013-60
[Poster Presentation] Energy Disaggregation for Appliance Loads Based on Semi-Supervised NMF
Yu Fujimoto, Naoki Okubo, Yasuhiro Hayashi (Waseda Univ.), Yoshimasa Sugitate, Shiro Ogata (Omron)
pp. 185 - 190

IBISML2013-61
[Poster Presentation] Efficient Exhaustive Search for Variable Selection with Exchange Monte Carlo Method
Kenji Nagata (Univ. of Tokyo), Jun Kitazono (JST), Shinichi Nakajima (Nikon), Satoshi Eifuku (Fukushima Medical Univ.), Ryoi Tamura (Univ. of Toyama), Masato Okada (Univ. of Tokyo)
pp. 191 - 196

IBISML2013-62
[Poster Presentation] Floor-plan partitioning stochastic processes for relational data analysis
Masahiro Nakano, Katsuhiko Ishiguro, Akisato Kimura, Takeshi Yamada, Naonori Ueda (NTT)
pp. 197 - 204

IBISML2013-63
[Poster Presentation] Stochastic Dual Coordinate Ascent with Alternating Direction Multiplier Method
Taiji Suzuki (Tokyo Inst. of Tech.)
pp. 205 - 212

IBISML2013-64
[Poster Presentation] Safe Screening Rule for Incmrenetal Learning
Yoshiki Suzuki, Shota Okumura, Kohei Ogawa, Ichiro Takeuchi (Nagoya Inst. of Tech.)
pp. 213 - 218

IBISML2013-65
[Poster Presentation] Statistical-mechanical analysis of active noise control
Rei Fujiwara, Yoshinobu Kajikawa, Seiji Miyoshi (Kansai Univ.)
pp. 219 - 224

IBISML2013-66
[Poster Presentation] Learning Common Features of Parametrized Tasks
Ichiro Takeuchi, Tatsuya Hongo (Nagoya Inst. of Tech.), Masashi Sugiyama (Tokyo Inst. of Tech.), Shinichi Nakajima (Nikon)
pp. 225 - 232

Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.