Thu, Nov 26 PM 15:00 - 18:00 |
(1) |
15:00-18:00 |
[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.) |
(2) |
15:00-18:00 |
[Poster Presentation]
Adaptive scaling for soft-thresholding estimator |
Katsuyuki Hagiwara (Mie Univ.) |
(3) |
15:00-18:00 |
[Poster Presentation]
Robust estimation for sparse Gaussian graphical modeling |
Kei Hirose (Osaka Univ.), Hironori Fujisawa (ISM) |
(4) |
15:00-18:00 |
[Poster Presentation]
Classification of Training Results in Nonlinear Multi-Layer Principal Component Analysis using Sparse Representation |
Natsuki Koda, Sumio Watanabe (Tokyo Tech) |
(5) |
15:00-18:00 |
[Poster Presentation]
Frequent Subgraph Mining with Wildcards |
Fumiya Okazaki, Ichigaku Takigawa (Hokkaido Univ.) |
(6) |
15:00-18:00 |
[Poster Presentation]
Traffic Flow Analysis Based on Cellular Automata with LDA |
Keisuke Yamazaki (Tokyo Tech) |
(7) |
15:00-18:00 |
[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.) |
(8) |
15:00-18:00 |
[Poster Presentation]
Non-parametric e-mixture Estimation |
Ken Takano (Waseda Univ.), Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) |
(9) |
15:00-18:00 |
[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.) |
(10) |
15:00-18:00 |
[Poster Presentation]
CNN Brake Scene Recognition with LiDAR |
Tatsunosuke Shimada, Takuo Matsubara, Sho Sonoda, Noboru Murata (Waseda Univ.), Patricia Ortal, Shinpei Kato (Nagoya Univ.) |
(11) |
15:00-18:00 |
[Poster Presentation]
On a family of $q$-normal distributions in the framework of $tau$-information geometry |
Masaru Tanaka (Fukuoka Univ.) |
(12) |
15:00-18:00 |
[Poster Presentation]
Halting in Random Walk Kernels |
Mahito Sugiyama (Osaka Univ.), Karsten Borgwardt (ETHZ) |
(13) |
15:00-18:00 |
[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) |
(14) |
15:00-18:00 |
[Poster Presentation]
Task Selection for Bandit-Based Task Assignment in Heterogeneous Crowdsourcing |
Hao Zhang (Tokyo Tech), Masashi Sugiyama (UTokyo) |
(15) |
15:00-18:00 |
[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) |
(16) |
15:00-18:00 |
[Poster Presentation]
Geometry-Aware Stationary Subspace Analysis for Multivariate Signals |
Inbal Horev (Tokyo Tech), Florian Yger (Universite Paris-Dauphine), Masashi Sugiyama (UTokyo) |
(17) |
15:00-18:00 |
[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) |
(18) |
15:00-18:00 |
[Poster Presentation]
Online Markov decision processes with policy iteration |
Yao Ma, Hao Zhang (Titech), Masashi Sugiyama (UTokyo) |
(19) |
15:00-18:00 |
[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) |
(20) |
15:00-18:00 |
[Poster Presentation]
Regret Analysis for Online Binary Search Trees with Switching Costs (without presentation) |
Tadahiro Matsukawa, Yukiko Yamauchi, Shuji Kijima, Masafumi Yamashita (Kyushu Univ.) |
(21) |
15:00-18:00 |
[Poster Presentation]
Robustification of Learning Algorithms using Hinge-loss |
Takafumi Kanamori (Nagoya Univ.), Shuhei Fujiwara (TopGate), Akiko Takeda (Univ. of Tokyo) |
(22) |
15:00-18:00 |
[Poster Presentation]
Learning Structure of Partial Markov Random Field via Partitioned Ratio |
Song Liu (ISM), Taiji Suzuki (Tokyo Tech.), Masashi Sugiyama (UTokyo), Kenji Fukumizu (ISM) |
(23) |
15:00-18:00 |
[Poster Presentation]
Full-span log-linear model with L1 reguralization and its performance |
Kazuya Takabatake, Shotaro Akaho (AIST) |
Fri, Nov 27 PM 14:00 - 17:00 |
(24) |
14:00-17:00 |
[Poster Presentation]
Minimum required data amount in Bayesian inference from the viewpoint of specific heat |
Satoru Tokuda, Kenji Nagata, Masato Okada (Univ. of Tokyo) |
(25) |
14:00-17:00 |
[Poster Presentation]
Extended KL-UCB Policy for the Budgeted Multi-Armed Bandits |
Ryo Watanabe, Atsuyoshi Nakamura, Mineichi Kudo (Hokkaido Univ.) |
(26) |
14:00-17:00 |
[Poster Presentation]
Stochastic process representation of R-tree |
Masahiro Nakano, Xiaomeng Wu, Minoru Mori, Akisato Kimura, Kunio Kashino (NTT) |
(27) |
14:00-17:00 |
[Poster Presentation]
Recursive Ensemble Land Cover Classification for Few Training Data and Many Class |
Yu Oya, Katsutoshi Kanamori, Hayato Ohwada (TUS) |
(28) |
14:00-17:00 |
[Poster Presentation]
An MLE Algorithm for Stochastic Strictly Piecewise Languages and its Implications (without presentation) |
Chihiro Shibata (TUT) |
(29) |
14:00-17:00 |
[Poster Presentation]
Energy Disaggregation Based on Weighted Semi-Binary NMF |
Masako Matsumoto, Yu Fujimoto, Yasuhiro Hayashi (Waseda Univ.) |
(30) |
14:00-17:00 |
[Poster Presentation]
Clustering Features based on Simultaneous Manifold Learning |
Masayuki Karasuyama (NIT), Hiroshi Mamitsuka (Kyoto Univ.) |
(31) |
14:00-17:00 |
[Poster Presentation]
Nonnegative matrix factorization of test scores |
Atsunori Kanemura (AIST), Hiroko Onari, Manabu Shikauchi, Masataka Hashimoto (Recruit Career), Shotaro Akaho (AIST) |
(32) |
14:00-17:00 |
[Poster Presentation]
Multi-label Classification Using Logistic Loss Matrix Factorization (without presentation) |
Keigo Kimura, Mineichi Kudo (Hokkaido Univ.) |
(33) |
14:00-17:00 |
[Poster Presentation]
Sufficient Dimension Reduction via Direct Estimation of the Gradients of Logarithmic Conditional Densities |
Hiroaki Sasaki, Voot Tangkaratt, Masashi Sugiyama (UTokyo) |
(34) |
14:00-17:00 |
[Poster Presentation]
Non-Gaussian Component Analysis with Log-Density-Gradient Estimation |
Hiroaki Sasaki, Gang Niu, Masashi Sugiyama (UTokyo) |
(35) |
14:00-17:00 |
[Poster Presentation]
An Extension of Modularity to Pseudo Clique for Overlapping Communities |
Sadamori Koujaku, Mineichi Kudo (Hokkaido Univ) |
(36) |
14:00-17:00 |
[Poster Presentation]
Evaluation of Hidden Semi-Markov Models with Interval State Node |
Hiromi Narimatsu, Hiroyuki Kasai (UEC) |
(37) |
14:00-17:00 |
[Poster Presentation]
Performance degradation of AMP for Ising perceptron when the system size is small |
Arise Kuriya, Toshiyuki Tanaka (Kyoto Univ.) |
(38) |
14:00-17:00 |
[Poster Presentation]
Secure Approximation Guarantee for Private Empirical Risk Minimization with Homomorphic Encryption |
Toshiyuki Takada, Hiroyuki Hanada (NIT), Jun Sakuma (Univ.Tsukuba), Ichiro takeuchi (NIT) |
(39) |
14:00-17:00 |
[Poster Presentation]
Regularization by local distributional smoothing |
Takeru Miyato, Shin-ichi Maeda, Masanori Koyama, Ken Nakae, Shin Ishii (Kyoto Univ.) |
(40) |
14:00-17:00 |
[Poster Presentation]
Bayesian Masking for Sparse Feature Selection |
Yohei Kondo (Kyoto Univ.), Kohei Hayashi (NII), Shin-ichi Maeda (Kyoto Univ.) |
(41) |
14:00-17:00 |
[Poster Presentation]
Non-parametric tensor learning with Gaussian process prior and its application to multi-task learning |
Heishiro Kanagawa, Taiji Suzuki (Titech) |
(42) |
14:00-17:00 |
[Poster Presentation]
A Parallel MRI using SENSE and Wavelet tree sparsity |
Yufu Kasahara, Masato Inoue (Waseda Univ), Kaori Togashi (Kyoto Univ) |
(43) |
14:00-17:00 |
[Poster Presentation]
Adaptive Objective Function of ICA by Gaussian Approximation in Second-Order Polynomial Feature Space |
Yoshitatsu Matsuda, Kazunori Yamaguchi (Univ. of Tokyo) |
(44) |
14:00-17:00 |
[Poster Presentation]
L1 regularization for ordinal regression problem |
Kazuhisa Nagashima, Masato Inoue (Waseda Univ.) |
(45) |
14:00-17:00 |
[Poster Presentation]
Local Kernel Dimensional Reduction in Approximate Bayesian Computation (without presentation) |
Jin Zhou (SOKENDAI), Kenji Fukumizu (ISM) |
(46) |
14:00-17:00 |
[Poster Presentation]
An Efficient Accelerated Proximal Gradient Method for Unified Binary Classification Model |
Naoki Ito, Akiko Takeda (UTokyo), Kim-Chuan Toh (NUS) |