IEICE Technical Report

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

Infomation-Based Induction Sciences and Machine Learning

Workshop Date : 2014-03-06 - 2014-03-07 / Issue Date : 2014-02-27

IBISML2013-67
A Generic Framework for Forward and Forward-Backward Algorithms on Various Kinds of Data Structures in Machine Learning
Ai Azuma, Yuji Matsumoto (NAIST)
pp. 1 - 8

IBISML2013-68
Simultaneous prediction of multiple physical properties using multi-task learning
Tomoaki Iwase (Univ. of Tokyo), Atsuto Seko (Kyoto Univ.), Hisashi Kashima (Univ. of Tokyo)
pp. 9 - 13

IBISML2013-69
Finding scale-free networks of Gaussian graphical models by sampling
Shota Shikita, Osamu Maruyama (Kyushu Univ.)
pp. 15 - 22

IBISML2013-70
Study about Over-Learning Phenomenon of Sample Mahalanobis Distances
Yasuyuki Kobayashi (Teikyo Univ.)
pp. 23 - 30

IBISML2013-71
Consideration of Correlation between Users' Evaluating Values and Their Dropouts in Missing Value Prediction
Kenta Nishimura, Toshiyuki Tanaka (Kyoto Univ.)
pp. 31 - 38

IBISML2013-72
Focused Tensor Completion -- Transfer learning for completing a certain slice of a third-order tensor Data --
Taketo Akama, Yukino Baba, Hisashi Kashima (Univ. of Tokyo)
pp. 39 - 46

IBISML2013-73
A Label Completion Approach to Crowd Approximation
Toshihiro Watanabe, Hisashi Kashima (Univ. of Tokyo)
pp. 47 - 53

IBISML2013-74
Online Prediction with Bradley-Terry Models and Logistic Models
Issei Matsumoto, Kohei Hatano, Eiji Takimoto (Kyushu Univ)
pp. 55 - 62

IBISML2013-75
Online Matrix Prediction with Log-Determinant Regularizer
Kenichiro Moridomi, Kohei Hatano, Eiji Takimoto (Kyushu Univ.), Koji Tsuda (AIST)
pp. 63 - 70

IBISML2013-76
Blind Separation of Sparse and Smooth Signals via Approximate Message Passing Algorithm
Shigeki Yokoyama, Toshiyuki Tanaka (Kyoto Univ.)
pp. 71 - 78

IBISML2013-77
Bayesian Test of Independence
Takanori Ayano, Joe Suzuki (Osaka Univ.)
pp. 79 - 86

IBISML2013-78
[Invited Talk] A Brief Introduction to Machine Learning with Submodular Functions and Recent Trends
Yoshinobu Kawahara (Osaka Univ.)
pp. 87 - 88

IBISML2013-79
Estimation of Item Preference Parameter with User Review Data
Shunichi Mochizuki, Yu Fujimoto, Noboru Murata (Waseda Univ.)
pp. 89 - 94

IBISML2013-80
Effective interest point detection and clustering method for action recognition
Kazuaki Aihara, Terumasa Aoki (Tohoku Univ)
pp. 95 - 102

IBISML2013-81
Extention of Automatic Binary Logistic Estimation model for right censored survival data
Toshio Shimokawa (Univ. of Yamanashi)
pp. 103 - 108

IBISML2013-82
Binary Principal Points Based on Subgradient Method and Its Application
Haruka Yamashita (Keio Univ.), Yoshinobu Kawahara (Osaka Univ.)
pp. 109 - 115

IBISML2013-83
Simultaneous estimation of rating and character by a stochastic model of winning percentage
Yoshiyuki Nakamoto, Toshiyuki Tanaka (Kyoto Univ.)
pp. 117 - 123

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

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan