Mon, Nov 5 PM 15:10 - 18:10 |
(1) |
15:10-18:10 |
[Poster Presentation]
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Shin-ichiro Goto (Kyoto Univ.), Hideitsu Hino (ISM) |
(2) |
15:10-18:10 |
[Poster Presentation]
Parameter Density Inheritance Using Kernel Density Estimation for Efficient CNN Learning |
Keisuke Horiuchi, Keisuke Kameyama (Tsukuba Univ.) |
(3) |
15:10-18:10 |
[Poster Presentation]
A Fast Approximation of the Nadaraya-Watson Regression with the k-Nearest Neighbor Crossover Kernel |
Toshio Ito, Naoki Hamada, Kotaro Ohori, Hiroyuki Higuchi (FUJITSU LAB) |
(4) |
15:10-18:10 |
[Poster Presentation]
Posterior mean approximation solution combining multiple image prior distributions in MR image reconstruction |
Nanako Kubota, Ken Harada (Waseda Univ.), Koji Fujimoto, Tomohisa Okada (Kyoto Univ.), Masato Inoue (Waseda Univ.) |
(5) |
15:10-18:10 |
[Poster Presentation]
Inference for Logitistic Regression Mixture Model with Local Variational Approximation and Study for Variational Free Energy |
Fumito Nakamura, Ryosuke Konishi (Generic Solution), Yasushi Kiyoki (Keio) |
(6) |
15:10-18:10 |
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(7) |
15:10-18:10 |
[Poster Presentation]
Generalized Dirichlet-Process-Means with f-Mean and Analysis of Influence Function |
Masahiro Kobayashi, Kazuho Watanabe (Toyohashi Tech.) |
(8) |
15:10-18:10 |
[Poster Presentation]
Variational Approximation Accuracy in Non-negative Matrix Factorization |
Naoki Hayashi (MSI) |
(9) |
15:10-18:10 |
[Poster Presentation]
Safe Screening of a Sparse KLIEP Model on Markov Network Structural Change Detection |
Hiroki Sato (Gifu Univ), Motoki Shiga (Gifu Univ./JST/RIKEN), Makoto Yamada (Kyoto Univ./JST/RIKEN) |
(10) |
15:10-18:10 |
[Poster Presentation]
Learning Hierarchical Structure via Nearest Neighbor Search and Formal Concept Analysis |
Yuka Yoneda (Osaka Univ.), Mahito Sugiyama (NII), Takashi Washio (Osaka Univ.) |
(11) |
15:10-18:10 |
[Poster Presentation]
Statistical Mechanical Analysis of Single-layer Perceptron with Layer Normalization |
Shiro Takagi, Yuki Yoshida, Masato Okada (Tokyo Univ.) |
(12) |
15:10-18:10 |
[Poster Presentation]
Development of the topology-preserving image alignment based on a local deformation of kernel density function |
Masataka Watajima (KIT), Sayuri Kuge, Takeshi Ishihara (KU), Yuichi Iino (UT), Ryo Yoshida (ISM), Terumasa Tokunaga (KIT) |
(13) |
15:10-18:10 |
[Poster Presentation]
CNN's Robustness Against Large Scale Dataset |
Ryuichiro Hataya, Hideki Nakayama (UTokyo) |
(14) |
15:10-18:10 |
[Poster Presentation]
Crowd Navigation via Bayesian Optimization of Multi-agent Simulation |
Hitoshi Shimizu, Takuma Otsuka, Tomoharu Iwata, Hiroshi Sawada, Futoshi Naya, Naonori Ueda (NTT) |
(15) |
15:10-18:10 |
[Poster Presentation]
Learning Restricted Boltzmann Machine via the Adaptive Thouless-Anderson-Palmer Mean-Field Approximation |
Chako Takahashi (Tohoku Univ.), Muneki Yasuda (Yamagata Univ.), Kazuyuki Tanaka (Tohoku Univ.) |
(16) |
15:10-18:10 |
[Poster Presentation]
Bayesian Optimization for Multiobjective Optimization and Multipoint Search |
Takashi Wada (KSL), Hideitsu Hino (ISM) |
(17) |
15:10-18:10 |
[Poster Presentation]
How does the complexity of critic affect the performance of WGAN? |
Akihiro Iohara, Toshiyuki Tanaka (Kyoto Univ.) |
(18) |
15:10-18:10 |
[Poster Presentation]
Online Prediction for Varying Bernoulli Processes by Minimax Strategy |
Kenta Konagayoshi, Kazuho Watanabe (Toyohashi Tech) |
(19) |
15:10-18:10 |
[Poster Presentation]
Proposal of Hyperparameter Optimization Framework Using a Non-Stationary Multi-Armed Bandit Algorithm |
Kenshi Abe, Masahiro Nomura (CA) |
(20) |
15:10-18:10 |
[Poster Presentation]
Watermarking of Neural Network with Exponential Weighting Parameters |
Ryota Namba (Tsukuba Univ.), Jun Sakuma (Tsukuba Univ./riken) |
(21) |
15:10-18:10 |
[Poster Presentation]
Distance Metric Learning Between Graphs Based on Subgraph |
Tomoki Yoshida (NITech), Ichiro Takeuchi (NITech/NIMS/RIKEN), Masayuki Karasuyama (NITech/NIMS/JST) |
(22) |
15:10-18:10 |
[Poster Presentation]
Discovery of Governing equations in Reproducing Kernel Hilbert space |
Yosuke Otsubo (Nikon), Shinichi Nakajima (TUB/RIKEN) |
(23) |
15:10-18:10 |
[Poster Presentation]
Comparison between Tsunami Height Prediction Methods Using Ocean-Bottom Pressure Values |
Kenjiro Kashiwabara (UTokyo), Yasuhiko Igarashi (UTokyo/NIMS/JST), Masashi Yoshikawa (UTokyo), Toshitaka Baba (Tokushima Univ.), Takane Hori (JAMSTEC), Masato Okada (UTokyo/NIMS) |
(24) |
15:10-18:10 |
[Poster Presentation]
On comparison of dynamical systems via Perron-Frobenius operators on reproducing kernel Hilbert spaces |
Isao Ishikawa (RIKEN/Keio Univ.), Keisuke Fujii (RIKEN), Masahiro Ikeda (RIKEN/Keio Univ.), Yuka Hashimoto (Keio Univ.), Yoshinobu Kawahara (Osaka Univ/RIKEN.) |
(25) |
15:10-18:10 |
[Poster Presentation]
An Efficient Branch-and-Bound Algorithm for Submodular Function Maximization |
Naoya Uematsu, Shunji Umetani, Yoshinobu Kawahara (Osaka Univ./RIKEN) |
(26) |
15:10-18:10 |
[Poster Presentation]
Lattice Model Selection of Gaussian Markov Random Field |
Hirosato Ito, Hirotaka Sakamoto, Shun Katakami, Masato Okada (Univ. Tokyo) |
(27) |
15:10-18:10 |
[Poster Presentation]
Selective Inference for Feature Selection after Hierarchical Clustering |
Kenta Suzuki, Shigenori Inoue, Yuta Umezu (NIT), Ichiro Takeuchi (NIT/NIMS/RIKEN) |
(28) |
15:10-18:10 |
[Poster Presentation]
Estimation of Sparse Basis Representation for Non-periodic data |
Shun Katakami, Hirotaka Sakamoto, Yasuhiko Igarashi, Masato Okada (Univ. Tokyo) |
(29) |
15:10-18:10 |
[Poster Presentation]
Statistical test for extracting discriminative patterns from trajectory data |
Takuto Sakuma (NITech), Ichiro Takeuchi (NITech/NIMS/RIKEN) |
(30) |
15:10-18:10 |
[Poster Presentation]
Identification of Mislabeled Clinical Samples by using Iterative Discriminant Method |
Yuichiro Fujita, Akira Noda (Shimadzu Corp.), Kentaro Yoshimura, Sen Takeda (Univ. of Yamanashi), Shigeki Kajihara (Shimadzu Corp.) |
(31) |
15:10-18:10 |
[Poster Presentation]
Analysis of matrix factorization dynamics from variational Bayes solution |
Tomoki Tamai, Koujin Takeda (Ibaraki Univ.) |
(32) |
15:10-18:10 |
[Poster Presentation]
In-Hospital Mortality Prediction for Trauma Patients Using Cost-Sensitive MedLDA |
Haruya Ishizuka, Tsukasa Ishigaki, Naoya Kobayashi, Daisuke Kudo, Atsuhiro Nakagawa (Tohoku Univ.) |
(33) |
15:10-18:10 |
[Poster Presentation]
Compensated Integrated Gradients for Visualization of Features Contributing to EEG Classification |
Kazuki Tachikawa, Yuji Kawai, Jihoon Park, Minoru Asada (Osaka Univ.) |
(34) |
15:10-18:10 |
[Poster Presentation]
Realizing Large Scale Model by Integration of Stochastic Models
-- Implementation and Evaluation of Integrated Model of VAE, GMM, HMM and MLDA -- |
Ryo Kuniyasu, Tomoaki Nakamura, Tatsuya Aoki (UEC), Akira Taniguchi, Ryo Ozaki, Tomoro Ishimine (Ritsumeikan Univ.), Hiroki Yokoyama (Tamagawa Univ.), Tadashi Ogura (SOKENDAI), Takayuki Nagai (UEC), Tadahiro Taniguchi (Ritsumeikan Univ.) |
(35) |
15:10-18:10 |
[Poster Presentation]
Normal mode selection of coherent phonons by Bayesian LARS-OLS |
Itsushi Sakata, Yoshihiro Nagano (UTokyo), Yasushiko Igarashi (JST), Shin Murata (UTokyo), Kohji Mizoguchi (Osaka Prefecture Univ.), Ichiro Akai (Kumamoto Univ.), Masato Okada (UTokyo) |
(36) |
15:10-18:10 |
[Poster Presentation]
Hyperparameter distribution estimation for binary images with the exchange Monte Carlo method |
Koki Obinata, Shun Katakami, Yue Yonghao, Masato Okada (UTokyo) |
(37) |
15:10-18:10 |
[Poster Presentation]
Bregman monotone operator splitting and its application example |
Kenta Niwa (NTT), W. Bastiaan Kleijn (VUW) |
(38) |
15:10-18:10 |
[Poster Presentation]
Selective Inference for Dynamic Programming-based Sequence Segmentation |
Hiroki Toda, Yuta Umezu, Takuto Sakuma (NIT), Ichiro Takeuchi (NIT/NIMS/RIKEN) |
(39) |
15:10-18:10 |
[Poster Presentation]
Comparison of Bayes estimation and variational Bayes estimation in mixed normal distribution model |
Tomofumi Nakayama, Naoki Fujii (UT), Kenji Nagata (AIST/JST PRESTO), Masato Okada (UT) |
(40) |
15:10-18:10 |
[Poster Presentation]
Nonlinear Time Series Prediction using Multi-Step Learning Echo State Networks |
Takanori Akiyama, Gouhei Tanaka (Tokyo Univ.) |
(41) |
15:10-18:10 |
[Poster Presentation]
Asymptotic Evaluation of Classification in the Presence of Generalized Label Noise |
Goki Yasuda, Tota Suko, Manabu Kobayashi, Toshiyasu Matsushima (Waseda Univ.) |
(42) |
15:10-18:10 |
[Poster Presentation]
Detecting Unlabeled Class by Intentional Clustering using Disentangled Representation |
Tomoki Fukuma, Fuijo Toriumi (Tokyo Univ.) |
(43) |
15:10-18:10 |
[Poster Presentation]
Differential Privacy for Likelihood Ratio Test |
Arashi Haishima (Univ. of Tsukuba), Jun Sakuma (Univ. of Tsukuba/RIKEN) |
(44) |
15:10-18:10 |
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(45) |
15:10-18:10 |
[Poster Presentation]
Regularized Modal Regression via Iteratively Reweighted Least-Squares |
Ryoya Yamasaki, Toshiyuki Tanaka (Kyoto Univ.) |
(46) |
15:10-18:10 |
[Poster Presentation]
Bayesian Hamiltonian Selection in X-ray Photoelectron Spectroscopy |
Yoh-ichi Mototake (univ of Tokyo), Masaichiro Mizumaki (JASRI), Ichiro Akai (Kumamoto Univ), Masato Okada (univ of Tokyo) |
(47) |
15:10-18:10 |
[Poster Presentation]
Tensor decomposition based unsupervised feature extraction applied to bioinformatics |
Y-h. Taguchi (Chuo Univ.) |
(48) |
15:10-18:10 |
[Poster Presentation]
Algorithms for Checking Existence of a Bad Arm Utilizing Asymmetry |
Koji Tabata, Atsuyoshi Nakamura, Tamiki Komatsuzaki (Hokkaido Univ.) |
(49) |
15:10-18:10 |
[Poster Presentation]
Classification Algorithms for Generalized Label Noise Model with Unknown Parameter |
Tota Suko, Goki Yasuda, Shunsuke Horii, Manabu Kobayashi (Waseda Univ) |
(50) |
15:10-18:10 |
[Poster Presentation]
Analysis of Empirical Bayes Estimation for Three Parameter Group Lasso |
Tsukasa Yoshida, Kazuho Watanabe (Toyohashi Tech) |
(51) |
15:10-18:10 |
[Poster Presentation]
Active learning for identifying local minimum points based on the derivative of Gaussian process |
Yu Inatsu (RIKEN), Daisuke Sugita (NITech), Kazuaki Toyoura (Kyoto Univ.), Ichiro Takeuchi (NITech/RIKEN/NIMS) |
(52) |
15:10-18:10 |
[Poster Presentation]
Active Learning in Sparse Linear Regression Models via Selective Inference |
Yuta Umezu (NIT), Ichiro Takeuchi (NIT/NIMS/RIKEN) |
(53) |
15:10-18:10 |
[Poster Presentation]
Recommendation for Market Places using Non-negative Matrix Factorization and MDL Priciple |
Yosuke Arano (Kyushu Univ.), Yusuke Miyake (GMO Pepabo), Masanori Kawakita, Junichi Takeuchi (Kyushu Univ.) |
(54) |
15:10-18:10 |
[Poster Presentation]
A Note on the Estimation Method of Causality Effects based on Statistical Decision Theory |
Shunsuke Horii, Tota Suko (Waseda Univ.) |
(55) |
15:10-18:10 |
[Poster Presentation]
Sparse modeling of extended X-ray absorption fine structures (EXAFS) through Bayesian LARS-OLS |
Yasuhiko Igarashi (JST), Kazunori Iwamitsu (Kumamoto U.), Toshihiro Okajima (Kyushu LRC), Ichiro Akai (Kumamoto U.), Masato Okada (Univ. Tokyo) |
(56) |
15:10-18:10 |
[Poster Presentation]
3D-Skeleton-Based Human Action Recognition with a Combination of Random Convolutional Networks and Echo State Networks |
Zhiqiang Tong, Gouhei Tanaka (Univ. of Tokyo) |
(57) |
15:10-18:10 |
[Poster Presentation]
A Self-Organization Model Developing Higher Order Units by Self-Test Learning |
Akira Date, Shunsuke Hanai (Univ. of Miyazaki) |
(58) |
15:10-18:10 |
[Poster Presentation]
Transfer Learning Among Time Series Data |
Hao Niu, Kei Yonekawa, Mori Kurokawa, Arei Kobayashi (KDDI Research) |
(59) |
15:10-18:10 |
[Poster Presentation]
Revising the Algorithm of Ensenble Learning by an Index of Complementarity among Weak Learners |
Shota Utsumi, Keisuke Kameyama (Univ. of Tsukuba) |
(60) |
15:10-18:10 |
[Poster Presentation]
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Kei Yonekawa, Hao Niu, Mori Kurokawa, Arei Kobayashi (KDDI Research) |
(61) |
15:10-18:10 |
[Poster Presentation]
Conservation law presumption from the manifold structure captured by Deep Neural Networks
-- Estimation of conservation law via noether's theorem from symmetry information of manifolds -- |
You-ichi Mototake (univ of Tokyo) |