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Technical Committee on Information-Based Induction Sciences and Machine Learning (IBISML)  (Searched in: 2015)

Search Results: Keywords 'from:2015-11-25 to:2015-11-25'

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Search Results: Conference Papers
 Conference Papers (Available on Advance Programs)  (Sort by: Date Ascending)
 Results 1 - 20 of 46  /  [Next]  
Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Approximate Distribution Followed by A Principal Component Term Corresponding with the Population Eigenvalue of zero value in the Q Statistic
Yasuyuki Kobayashi (Teikyo Univ.) IBISML2015-52
The Mahalanobis distance requires all the population eigenvalues of the population covariance matrix larger than zero. H... [more] IBISML2015-52
pp.1-7
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Adaptive scaling for soft-thresholding estimator
Katsuyuki Hagiwara (Mie Univ.) IBISML2015-53
 [more] IBISML2015-53
pp.9-16
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Robust estimation for sparse Gaussian graphical modeling
Kei Hirose (Osaka Univ.), Hironori Fujisawa (ISM) IBISML2015-54
 [more] IBISML2015-54
pp.17-18
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Classification of Training Results in Nonlinear Multi-Layer Principal Component Analysis using Sparse Representation
Natsuki Koda, Sumio Watanabe (Tokyo Tech) IBISML2015-55
The bottleneck neural network or Nonlinear Multi-Layer Principal Component Analysis(NMPCA) is used to extract the low di... [more] IBISML2015-55
pp.19-24
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Frequent Subgraph Mining with Wildcards
Fumiya Okazaki, Ichigaku Takigawa (Hokkaido Univ.) IBISML2015-56
Similar subgraphs that differ in only a few labels
are often found in frequent subgraph mining.
Therefore frequent su... [more]
IBISML2015-56
pp.25-32
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Traffic Flow Analysis Based on Cellular Automata with LDA
Keisuke Yamazaki (Tokyo Tech) IBISML2015-57
(To be available after the conference date) [more] IBISML2015-57
pp.33-37
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] A Study on Autonomous Lane Change Models Based on Cellular Automata for Traffic Flow Optimization
Daisuke Kaji (Denso Corp.), Keisuke Yamazaki (Tokyo Tech.) IBISML2015-58
 [more] IBISML2015-58
pp.39-43
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Non-parametric e-mixture Estimation
Ken Takano (Waseda Univ.), Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) IBISML2015-59
Mixture modeling is one of the simplest ways to represent complicated probability density functions, and to integrate in... [more] IBISML2015-59
pp.45-52
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Information Geometry of Non-negative Matrix Factorization
Neneka Nara, Ken Takano (Waseda Univ.), Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) IBISML2015-60
 [more] IBISML2015-60
pp.53-59
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] CNN Brake Scene Recognition with LiDAR
Tatsunosuke Shimada, Takuo Matsubara, Sho Sonoda, Noboru Murata (Waseda Univ.), Patricia Ortal, Shinpei Kato (Nagoya Univ.) IBISML2015-61
 [more] IBISML2015-61
pp.61-67
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] On a family of $q$-normal distributions in the framework of $tau$-information geometry
Masaru Tanaka (Fukuoka Univ.) IBISML2015-62
$tau$-information geometry, that is a new formulation of information geometry, is given by extending a translation opera... [more] IBISML2015-62
pp.69-73
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Halting in Random Walk Kernels
Mahito Sugiyama (Osaka Univ.), Karsten Borgwardt (ETHZ) IBISML2015-63
Random walk kernels measure graph similarity by counting matching walks in two graphs. In their most popular form of geo... [more] IBISML2015-63
pp.75-82
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Theoretical Vulnerability Evaluation on Linear Classifier under Self-Information Controllable Settings
Shohei Kobayashi (Univ. of Tsukuba), Shota Okumura, Ichiro Takeuchi (nitech), Jun Sakuma (Univ. of Tsukuba) IBISML2015-64
Self-information controllable learning is machine learning algorithms that allow data providers to control their data ev... [more] IBISML2015-64
pp.83-90
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Task Selection for Bandit-Based Task Assignment in Heterogeneous Crowdsourcing
Hao Zhang (Tokyo Tech), Masashi Sugiyama (UTokyo) IBISML2015-65
 [more] IBISML2015-65
pp.91-98
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Selective sampling by using Gaussian Process and its application to material science
Daisuke Hirano (NIT), Kazuaki Toyoura (Nagoya Univ.), Atsuto Seko (Kyoto Univ.), Motoki Shiga (Gifu Univ.), Akihide Kuwabara (JFCC), Masayuki Karasuyama (NIT), Kazuki Shitara (Kyoto Univ.), Ichiro Takeuchi (NIT) IBISML2015-66
Various physical phenomena and properties of an unknown material are often revealed by exhaustively evaluating the entir... [more] IBISML2015-66
pp.99-106
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Geometry-Aware Stationary Subspace Analysis for Multivariate Signals
Inbal Horev (Tokyo Tech), Florian Yger (Universite Paris-Dauphine), Masashi Sugiyama (UTokyo) IBISML2015-67
 [more] IBISML2015-67
pp.107-114
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Regularized Policy Gradients -- Direct Variance Reduction in Policy Gradient Estimation --
Tingting Zhao (TUST), Gang Niu (UTokyo), Ning Xie (Tongji Univ), Jucheng Yang (TUST), Masashi Sugiyama (UTokyo) IBISML2015-68
 [more] IBISML2015-68
pp.115-122
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Online Markov decision processes with policy iteration
Yao Ma, Hao Zhang (Titech), Masashi Sugiyama (UTokyo) IBISML2015-69
 [more] IBISML2015-69
pp.123-129
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Nonnegative Matrix Factorization and Positive Semidefinite Tensor Factorization based on Student's t Distributions for Music Signal Analysis
Kazuyoshi Yoshii, Katsutoshi Itoyama (Kyoto Univ.), Masataka Goto (AIST) IBISML2015-70
This paper presents new probabilistic models of nonnegative matrix factorization (NMF) and positive semidefinite tensor ... [more] IBISML2015-70
pp.131-138
IBISML 2015-11-26
15:00
Ibaraki Epochal Tsukuba [Poster Presentation] Regret Analysis for Online Binary Search Trees with Switching Costs
Tadahiro Matsukawa, Yukiko Yamauchi, Shuji Kijima, Masafumi Yamashita (Kyushu Univ.)
 [more]
 Results 1 - 20 of 46  /  [Next]  
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