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] |
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