IEICE Technical Committee

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

Presentation

[Poster Presentation] Optimization Method of Deep Ensemble Learning using Hierarchical Clustering

Natsuki Koda(Tokyo Tech), Sumio Watanabe(Tokyo Tech),

[Date]2016-11-16
[Paper #]IBISML2016-70

Structural Change Detection in Lithography Systems

Yosuke Otsubo(NIKON), Masashi Sugiyama(RIKEN/UTokyo),

[Date]2016-11-16
[Paper #]IBISML2016-45

Policy search based on sample clustering with Gaussian mixture model

Taiki Yano(Kyoto Univ.), Shinichi Maeda(Kyoto Univ.),

[Date]2016-11-16
[Paper #]IBISML2016-46

[Poster Presentation] Principal Component Analysis based unsupervised Feature Extraction applied to Bioinformatics

Y-h. Taguchi(Chuo Univ.),

[Date]2016-11-16
[Paper #]IBISML2016-47

Success or Failure of Compressed Sensing Judged from Cross Validation

Yoshinori Nakanishi-Ohno(UTokyo), Koji Hukushima(UTokyo),

[Date]2016-11-16
[Paper #]IBISML2016-48

[Poster Presentation] A Research for Efficient Equivalence Structure Search by Local Distribution of Variables

Asahi Ushio(Keio Univ.), Yoshinobu Takahashi(University of Electro-Communications), Seiya Satoh(AIST), Hiroshi Yamakawa(Dwango AI Lab),

[Date]2016-11-16
[Paper #]IBISML2016-49

Robust supervised learning under uncertainty in dataset shift

Weihua Hu(UTokyo), Issei Sato(UTokyo), Masashi Sugiyama(RIKEN/UTokyo),

[Date]2016-11-16
[Paper #]IBISML2016-50

[Poster Presentation] Musical Instrument Sound Classification through CNN with Wavelet Analysis

Shu Eguchi(Fukuoka Univ.), Masaru Tanaka(Fukuoka Univ.), Jun Fujiki(Fukuoka Univ.), Takio Kurita(Hiroshima Univ.),

[Date]2016-11-16
[Paper #]IBISML2016-51

A generation model of representations of sentence by convolution neural network for machine translation

Shin Chadani(Kanazawa Univ.), Satoshi Yamane(Kanazawa Univ.), Kouhei Sakurai(Kanazawa Univ.),

[Date]2016-11-16
[Paper #]IBISML2016-52

[Poster Presentation] Normal distributions and Heisenberg group

Akira Tokimatsu(Fukuoka Univ.), Masaru Tanaka(Fukuoka Univ.),

[Date]2016-11-16
[Paper #]IBISML2016-53

Online heterogeneous mixture machine learning

Tetsuya Ikehara(Kanazawa Univ.), Satoshi Yamane(Kanazawa Univ.),

[Date]2016-11-16
[Paper #]IBISML2016-54

Proximal Average Accelerated Proximal Gradient Algorithm with Adaptive Restart

Yoshihiro Nakazato(Univ. Tsukuba), Kazuto Fukuchi(Univ. Tsukuba), Jun Sakuma(Univ. Tsukuba),

[Date]2016-11-16
[Paper #]IBISML2016-55

Additive Model Decomposition with Global Sparse Structure for Multi-task Granger Causal Estimation

Hitoshi Abe(Univ. Tsukuba), Jun Sakuma(Univ. Tsukuba),

[Date]2016-11-16
[Paper #]IBISML2016-56

A study of message propagation algorithms for approximate MAP inference of large scale probabilistic models

Takashi Sano(AIST AIRC), Yuuji Ichisugi(AIST AIRC),

[Date]2016-11-16
[Paper #]IBISML2016-57

[Poster Presentation] An ensemble learning for MR image reconstruction

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

[Date]2016-11-16
[Paper #]IBISML2016-58

Selective Inference for High-Dimensional Binary Classification

Yuta Umezu(NIT), Kazuya Nakagawa(NIT), Koji Tsuda(Univ. of Tokyo), Ichiro Takeuchi(NIT),

[Date]2016-11-16
[Paper #]IBISML2016-59

Statistical Mechanical Analysis of Fast Online Learning with Weight Normalization

Yuki Yoshida(UTokyo), Ryo Karakida(UTokyo), Masato Okada(UTokyo), Shun-ichi Amari(RIKEN),

[Date]2016-11-16
[Paper #]IBISML2016-60

Inference of Classical Spin Model by Multidimensional Multiple Histogram Method

Hikaru Takenaka(UTokyo), Kenji Nagata(UTokyo/AIST/JST), Takashi Mizokawa(Waseda Univ.), Masato Okada(UTokyo/RIKEN),

[Date]2016-11-16
[Paper #]IBISML2016-61

[Poster Presentation] Approximate Method of Variational Bayesian Matrix Completion with Sparse Prior

Ryota Kawasumi(Ibaraki Univ), Koujin Takeda(Ibaraki Univ),

[Date]2016-11-16
[Paper #]IBISML2016-62

Policy Search with High-dimensional Context Variables

Voot Tangkaratt(The Univ. of Tokyo), Herke van Hoof(Technical Univ. of Darmstadt), Simone Parisi(Technical Univ. of Darmstadt), Gerhard Neumann(Technical Univ. of Darmstadt), Jan Peters(Technical Univ. of Darmstadt), Masashi Sugiyama(The Univ. of Tokyo),

[Date]2016-11-16
[Paper #]IBISML2016-63