Information and Systems-Information-Based Induction Sciences and Machine Learning(Date:2020/01/09)

Presentation
Approximation Ratios of Graph Neural Networks for Combinatorial Problems

Ryoma Sato(Kyoto Univ.),  Makoto Yamada(Kyoto Univ.),  Hisashi Kashima(Kyoto Univ.),  

[Date]2020-01-09
[Paper #]IBISML2019-22
Asymptotic Behavior of Bayesian Generalization Error in Multinomial Mixtures

Takumi Watanabe(Tokyo Tech),  Sumio Watanabe(Tokyo Tech),  

[Date]2020-01-09
[Paper #]IBISML2019-18
An Implementation of Artificial General Intelligence based on motion information extracted from video

Kenichi Koike(*),  

[Date]2020-01-09
[Paper #]IBISML2019-27
Robust recovery of highly corrupted low-rank matrix via augmented Lagrangian multiplier

Tuersunjiang Yimamu(Kitami Inst. of Tech.),  Toshio Eisaka(Kitami Inst. of Tech.),  

[Date]2020-01-09
[Paper #]IBISML2019-23
Real Log Canonical Threshold of Three Layered Neural Network with Swish Activation Function

Raiki Tanaka(Tokyo Tech),  Sumio Watanabe(Tokyo Tech),  

[Date]2020-01-09
[Paper #]IBISML2019-19
Dimensionality reduction method for gaussian process posteriors based on information geometry

Hideaki Ishibashi(Kyutech),  Shotaro Akaho(AIST/RIKEN),  

[Date]2020-01-09
[Paper #]IBISML2019-20
Item-multisetカーネルに対するスパースなランダム特徴

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[Date]2020-01-09
[Paper #]IBISML2019-24
Statistical Learning Theory of Data changed in Value

Satoshi Kataoka(Titech),  

[Date]2020-01-09
[Paper #]IBISML2019-21
Evaluation of effective degree of freedom of physical model by learning capacity

Yoh-ichi Mototake(ISM),  Kenji Nagata(NIMS),  

[Date]2020-01-09
[Paper #]IBISML2019-25
Application of tensor decomposition based unsupervised feature extraction to single cell RNA-seq analysis

Y-h. Taguchi(Chuo Univ.),  

[Date]2020-01-09
[Paper #]IBISML2019-26
Active learning for multiple data selection using reinforcement learning

Yuusuke Taguchi(Univ. of Tsukuba),  Hideitsu Hino(ISM),  Keisuke Kameyama(Univ. of Tsukuba),  

[Date]2020-01-10
[Paper #]IBISML2019-32
Real-time 3D localization of multifocal plane microscopy using deep neural network

Toshimitsu Aritake(Waseda Univ.),  Hideitsu Hino(ISM),  Shigeyuki Namiki(The Univ. of Tokyo),  Daisuke Asanuma(The Univ. of Tokyo),  Kenzo Hirose(The Univ. of Tokyo),  Noboru Murata(Waseda Univ.),  

[Date]2020-01-10
[Paper #]IBISML2019-29
Hybrid authentication model using handwritten images by Siamese Network and dynamic information

Daisuke Hayashi(TUS),  Taisuke Kawamata(TUS),  Toru Kano(TUS),  Takako Akakura(TUS),  

[Date]2020-01-10
[Paper #]IBISML2019-28
Non-compensatory Temporal IRT with Local Variational Approximation

Hiroshi Tamano(NEC/SOKENDAI),  Daichi Mochihashi(ISM),  

[Date]2020-01-10
[Paper #]IBISML2019-31
A Change Detection Method based on Temporal Variation of Subspace Geometry

Honami Kanamori(Univ. Tsukuba),  Naoya Sogi(Univ. Tsukuba),  Kazuhiro Fukui(Univ. Tsukuba),  

[Date]2020-01-10
[Paper #]IBISML2019-30