Information and Systems-Information-Based Induction Sciences and Machine Learning(Date:2015/11/25)

Presentation
[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.),  

[Date]2015-11-26
[Paper #]IBISML2015-52
[Poster Presentation] Adaptive scaling for soft-thresholding estimator

Katsuyuki Hagiwara(Mie Univ.),  

[Date]2015-11-26
[Paper #]IBISML2015-53
[Poster Presentation] Robust estimation for sparse Gaussian graphical modeling

Kei Hirose(Osaka Univ.),  Hironori Fujisawa(ISM),  

[Date]2015-11-26
[Paper #]IBISML2015-54
[Poster Presentation] Classification of Training Results in Nonlinear Multi-Layer Principal Component Analysis using Sparse Representation

Natsuki Koda(Tokyo Tech),  Sumio Watanabe(Tokyo Tech),  

[Date]2015-11-26
[Paper #]IBISML2015-55
[Poster Presentation] Frequent Subgraph Mining with Wildcards

Fumiya Okazaki(Hokkaido Univ.),  Ichigaku Takigawa(Hokkaido Univ.),  

[Date]2015-11-26
[Paper #]IBISML2015-56
[Poster Presentation] Traffic Flow Analysis Based on Cellular Automata with LDA

Keisuke Yamazaki(Tokyo Tech),  

[Date]2015-11-26
[Paper #]IBISML2015-57
[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.),  

[Date]2015-11-26
[Paper #]IBISML2015-58
[Poster Presentation] Non-parametric e-mixture Estimation

Ken Takano(Waseda Univ.),  Hideitsu Hino(Univ. of Tsukuba),  Shotaro Akaho(AIST),  Noboru Murata(Waseda Univ.),  

[Date]2015-11-26
[Paper #]IBISML2015-59
[Poster Presentation] Information Geometry of Non-negative Matrix Factorization

Neneka Nara(Waseda Univ.),  Ken Takano(Waseda Univ.),  Hideitsu Hino(Univ. of Tsukuba),  Shotaro Akaho(AIST),  Noboru Murata(Waseda Univ.),  

[Date]2015-11-26
[Paper #]IBISML2015-60
[Poster Presentation] CNN Brake Scene Recognition with LiDAR

Tatsunosuke Shimada(Waseda Univ.),  Takuo Matsubara(Waseda Univ.),  Sho Sonoda(Waseda Univ.),  Noboru Murata(Waseda Univ.),  Patricia Ortal(Nagoya Univ.),  Shinpei Kato(Nagoya Univ.),  

[Date]2015-11-26
[Paper #]IBISML2015-61
[Poster Presentation] On a family of $q$-normal distributions in the framework of $tau$-information geometry

Masaru Tanaka(Fukuoka Univ.),  

[Date]2015-11-26
[Paper #]IBISML2015-62
[Poster Presentation] Halting in Random Walk Kernels

Mahito Sugiyama(Osaka Univ.),  Karsten Borgwardt(ETHZ),  

[Date]2015-11-26
[Paper #]IBISML2015-63
[Poster Presentation] Theoretical Vulnerability Evaluation on Linear Classifier under Self-Information Controllable Settings

Shohei Kobayashi(Univ. of Tsukuba),  Shota Okumura(nitech),  Ichiro Takeuchi(nitech),  Jun Sakuma(Univ. of Tsukuba),  

[Date]2015-11-26
[Paper #]IBISML2015-64
[Poster Presentation] Task Selection for Bandit-Based Task Assignment in Heterogeneous Crowdsourcing

Hao Zhang(Tokyo Tech),  Masashi Sugiyama(UTokyo),  

[Date]2015-11-26
[Paper #]IBISML2015-65
[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),  

[Date]2015-11-26
[Paper #]IBISML2015-66
[Poster Presentation] Geometry-Aware Stationary Subspace Analysis for Multivariate Signals

Inbal Horev(Tokyo Tech),  Florian Yger(Universite Paris-Dauphine),  Masashi Sugiyama(UTokyo),  

[Date]2015-11-26
[Paper #]IBISML2015-67
[Poster Presentation] Regularized Policy Gradients

Tingting Zhao(TUST),  Gang Niu(UTokyo),  Ning Xie(Tongji Univ),  Jucheng Yang(TUST),  Masashi Sugiyama(UTokyo),  

[Date]2015-11-26
[Paper #]IBISML2015-68
[Poster Presentation] Online Markov decision processes with policy iteration

Yao Ma(Titech),  Hao Zhang(Titech),  Masashi Sugiyama(UTokyo),  

[Date]2015-11-26
[Paper #]IBISML2015-69
[Poster Presentation] Nonnegative Matrix Factorization and Positive Semidefinite Tensor Factorization based on Student's t Distributions for Music Signal Analysis

Kazuyoshi Yoshii(Kyoto Univ.),  Katsutoshi Itoyama(Kyoto Univ.),  Masataka Goto(AIST),  

[Date]2015-11-26
[Paper #]IBISML2015-70
[Poster Presentation] Robustification of Learning Algorithms using Hinge-loss

Takafumi Kanamori(Nagoya Univ.),  Shuhei Fujiwara(TopGate),  Akiko Takeda(Univ. of Tokyo),  

[Date]2015-11-26
[Paper #]IBISML2015-71
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