IEICE Technical Committee

Information and Systems-Information-Based Induction Sciences and Machine Learning(Date:2018/11/05)

Presentation

[Poster Presentation] Asymptotic Evaluation of Classification in the Presence of Generalized Label Noise

Goki Yasuda(Waseda Univ.), Tota Suko(Waseda Univ.), Manabu Kobayashi(Waseda Univ.), Toshiyasu Matsushima(Waseda Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-84

[Poster Presentation] Detecting Unlabeled Class by Intentional Clustering using Disentangled Representation

Tomoki Fukuma(Tokyo Univ.), Fuijo Toriumi(Tokyo Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-85

[Poster Presentation] Differential Privacy for Likelihood Ratio Test

Arashi Haishima(Univ. of Tsukuba), Jun Sakuma(Univ. of Tsukuba/RIKEN),

[Date]2018-11-05
[Paper #]IBISML2018-86

［ポスター講演］最大次数が未知の多項式回帰モデルに対するスパース推定に関する一考察

Inoue Kazuma(Waseda Univ.), Shimizu Ryotaro(Waseda Univ.), Suko Tota(Waseda Univ.), Goto Masayuki(Waseda Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-87

[Poster Presentation] Regularized Modal Regression via Iteratively Reweighted Least-Squares

Ryoya Yamasaki(Kyoto Univ.), Toshiyuki Tanaka(Kyoto Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-88

[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),

[Date]2018-11-05
[Paper #]IBISML2018-89

[Poster Presentation] Tensor decomposition based unsupervised feature extraction applied to bioinformatics

Y-h. Taguchi(Chuo Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-90

[Poster Presentation] Algorithms for Checking Existence of a Bad Arm Utilizing Asymmetry

Koji Tabata(Hokkaido Univ.), Atsuyoshi Nakamura(Hokkaido Univ.), Tamiki Komatsuzaki(Hokkaido Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-91

[Poster Presentation] Classification Algorithms for Generalized Label Noise Model with Unknown Parameter

Tota Suko(Waseda Univ), Goki Yasuda(Waseda Univ), Shunsuke Horii(Waseda Univ), Manabu Kobayashi(Waseda Univ),

[Date]2018-11-05
[Paper #]IBISML2018-92

[Poster Presentation] Analysis of Empirical Bayes Estimation for Three Parameter Group Lasso

Tsukasa Yoshida(Toyohashi Tech), Kazuho Watanabe(Toyohashi Tech),

[Date]2018-11-05
[Paper #]IBISML2018-93

[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),

[Date]2018-11-05
[Paper #]IBISML2018-94

[Poster Presentation] Active Learning in Sparse Linear Regression Models via Selective Inference

Yuta Umezu(NIT), Ichiro Takeuchi(NIT/NIMS/RIKEN),

[Date]2018-11-05
[Paper #]IBISML2018-95

[Poster Presentation] Recommendation for Market Places using Non-negative Matrix Factorization and MDL Priciple

Yosuke Arano(Kyushu Univ.), Yusuke Miyake(GMO Pepabo), Masanori Kawakita(Kyushu Univ.), Junichi Takeuchi(Kyushu Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-96

[Poster Presentation] A Note on the Estimation Method of Causality Effects based on Statistical Decision Theory

Shunsuke Horii(Waseda Univ.), Tota Suko(Waseda Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-97

[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),

[Date]2018-11-05
[Paper #]IBISML2018-98

[Poster Presentation] 3D-Skeleton-Based Human Action Recognition with a Combination of Random Convolutional Networks and Echo State Networks

Zhiqiang Tong(Univ. of Tokyo), Gouhei Tanaka(Univ. of Tokyo),

[Date]2018-11-05
[Paper #]IBISML2018-99

[Poster Presentation] A Self-Organization Model Developing Higher Order Units by Self-Test Learning

Akira Date(Univ. of Miyazaki), Shunsuke Hanai(Univ. of Miyazaki),

[Date]2018-11-05
[Paper #]IBISML2018-100

[Poster Presentation] Transfer Learning Among Time Series Data

Hao Niu(KDDI Research), Kei Yonekawa(KDDI Research), Mori Kurokawa(KDDI Research), Arei Kobayashi(KDDI Research),

[Date]2018-11-05
[Paper #]IBISML2018-101

[Poster Presentation] Revising the Algorithm of Ensenble Learning by an Index of Complementarity among Weak Learners

Shota Utsumi(Univ. of Tsukuba), Keisuke Kameyama(Univ. of Tsukuba),

[Date]2018-11-05
[Paper #]IBISML2018-102

［ポスター講演］ドメイン敵対的訓練を用いた半教師あり異種転移可能表現学習におけるmixupの効果

Kei Yonekawa(KDDI Research), Hao Niu(KDDI Research), Mori Kurokawa(KDDI Research), Arei Kobayashi(KDDI Research),

[Date]2018-11-05
[Paper #]IBISML2018-103