IEICE Technical Committee

Information and Systems-Information-Based Induction Sciences and Machine Learning(Date:2016/11/16)

Presentation

Gaussian Markov random field model without periodic boundary conditions

Shun Katakami(UTokyo), Hirotaka Sakamoto(UTokyo), Shin Murata(UTokyo), Masato Okada(UTokyo),

[Date]2016-11-17
[Paper #]IBISML2016-83

[Poster Presentation] MAP reconstruction of multi-coil MR image with tree-structured wavelet prior

Yufu Kasahara(Waseda Univ), Masato Inoue(Waseda Univ), Kaori Togashi(Kyoto Univ),

[Date]2016-11-17
[Paper #]IBISML2016-84

Extraction of low dimensional attractors embedded in a recurrent neural network by using Dynamic Mode Decomposition

Shin Murata(Univ. Tokyo), Masato Okada(Univ. Tokyo/RIKEN),

[Date]2016-11-17
[Paper #]IBISML2016-85

[Poster Presentation] Learning Topic Models with Pseudo-Document based on Random Walk

Kento Nozawa(Univ. Tsukuba), Kei Wakabayashi(Univ. Tsukuba),

[Date]2016-11-17
[Paper #]IBISML2016-86

Maintenance Timing Optimization with a Bandit Algorithm

Daiki Kiribuchi(TOSHIBA), Takeichiro Nishikawa(TOSHIBA),

[Date]2016-11-17
[Paper #]IBISML2016-87

Transportation aspect of infinitely deep denoising autoencoder

Sho Sonoda(Waseda Univ.), Noboru Murata(Waseda Univ.),

[Date]2016-11-17
[Paper #]IBISML2016-88

Empirical risk minimization for interval data and its applications to privacy preservations

Hiroyuki Hanada(NITech), Toshiyuki Takada(NITech), Atsushi Shibagaki(NITech), Jun Sakuma(Univ. of Tsukuba), Ichiro Takeuchi(NITech),

[Date]2016-11-17
[Paper #]IBISML2016-89

Exhaustive search for sparse variable selection in linear regression

Yasuhiko Igarashi(UTokyo), Hikaru Takenaka(UTokyo), Nakanishi-Ohno Yoshinori(UTokyo), Makoto Uemura(Hiroshima Univ.), Shiro Ikeda(ISM), Masato Okada(UTokyo),

[Date]2016-11-17
[Paper #]IBISML2016-90

[Poster Presentation] Research on Unsupervised Transfer Learning utilizing Clustering under Incomplete Dataset

Masayoshi Ishikawa(HITACHI), Hideaki Suzuki(HITACHI), Mariko Okude(HITACHI), Yoshitaka Atarashi(HITACHI),

[Date]2016-11-17
[Paper #]IBISML2016-91

［ポスター講演］音楽音響信号に対する多重音高推定と和音構造学習のための階層ベイズ音響・言語統合モデル

Yuta Ojima(Kyoto Univ.), Eita Nakamura(Kyoto Univ.), Katsutoshi Itoyama(Kyoto Univ.), Kazuyoshi Yoshii(Kyoto Univ.),

[Date]2016-11-17
[Paper #]IBISML2016-92

［ポスター講演］歌声F0軌跡に対する自動採譜のための準ビート同期セグメンタルHMM

Ryo Nishikimi(Kyoto Univ.), Eita Nakamura(Kyoto Univ.), Katsutoshi Itoyama(Kyoto Univ.), Kazuyoshi Yoshii(Kyoto Univ.),

[Date]2016-11-17
[Paper #]IBISML2016-93

Tensor Decomposition with Smoothness

Masaaki Imaizumi(UT), Kohei Hayashi(AIST),

[Date]2016-11-17
[Paper #]IBISML2016-94

［ポスター講演］マルチチャネル音源分離のための低ランク音源モデルとスパース重畳過程に基づくネスト型ベイズ混合・因子モデル

Kousuke Itakura(Kyoto Univ.), Yoshiaki Bando(Kyoto Univ.), Eita Nakamura(Kyoto Univ.), Katsutoshi Itoyama(Kyoto Univ.), Kazuyoshi Yoshii(Kyoto Univ.), Tatsuya Kawahara(Kyoto Univ.),

[Date]2016-11-17
[Paper #]IBISML2016-95

An Exhaustive Search with Support Vector Machine (ES-SVM) for sparse variable selection

Daiki Kawabata(UTokyo), Hiroko Ichikawa(TUS), Yasuhiko Igarashi(UTokyo), Kenji Nagata(AIST/JST/UTokyo), Satoshi Eifuku(Toyama Univ.), Ryoi Tamura(Toyama Univ.), Masato Okada(UTokyo),

[Date]2016-11-17
[Paper #]IBISML2016-96

[Poster Presentation] Analysis of Multimodal Deep Neural Networks

Yoh-ichi Mototake(unit of Tokyo), Takashi Ikegami(unit of Tokyo),

[Date]2016-11-17
[Paper #]IBISML2016-97

A Generalized Model for Multidimensional Intransitivity

Jiuding Duan(Kyoto Univ.), Jiyi Li(Kyoto Univ.), Yukino Baba(Kyoto Univ.), Hisashi Kashima(Kyoto Univ.),

[Date]2016-11-17
[Paper #]IBISML2016-98