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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| MBE, NC | 2022-12-03 15:25 |
Osaka | Osaka Electro-Communication University | Stabilization and Acceleration of Gradient Descent Based on Eigenvalue Decomposition of the Fisher Information Matrix Jun'ichi Takeuchi, Yoshinari Takeishi, Masazumi Iida (Kyushu Univ.), Noboru Murata (Waseda Univ.), Kazushi Mimura (Hiroshima City Univ.), Hiroshi Nagaoka (Univ. of Electro Communication)  MBE2022-39 NC2022-61 |
We propose a method to stabilize the gradient decent method without decreasing learning rate for two-layer neural networ... [more] | MBE2022-39 NC2022-61 pp.80-85 |
| IBISML | 2022-09-15 14:40 |
Kanagawa | Keio Univ. (Yagami Campus) (Primary: On-site, Secondary: Online) |
On Analysis of Generalization Error of Neural Networks Jun'ichi Takeuchi (Kyushu Univ.), Noboru Murata (Waseda Univ.), Kazushi Mimura (Hiroshima City Univ.), Yoshinari Takeishi, Masazumi Iida (Kyushu Univ.), Hiroshi Nagaoka (Univ. of Electro Communication) IBISML2022-37 |
[more] | IBISML2022-37 pp.31-38 |
| NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] | 2021-06-28 16:50 |
Online | Online | Constellation of time dependent data using information geometry Taiki Sugiura, Takuma Fuse (Recruit), Noboru Murata (Waseda Univ.) NC2021-9 IBISML2021-9 |
Constellation is an essential technique for gaining knowledge from large amounts of high-dimensional data and understand... [more] | NC2021-9 IBISML2021-9 pp.62-69 |
| IBISML | 2020-01-10 11:25 |
Tokyo | ISM | Real-time 3D localization of multifocal plane microscopy using deep neural network Toshimitsu Aritake (Waseda Univ.), Hideitsu Hino (ISM), Shigeyuki Namiki, Daisuke Asanuma, Kenzo Hirose (The Univ. of Tokyo), Noboru Murata (Waseda Univ.) IBISML2019-29 |
(To be available after the conference date) [more] | IBISML2019-29 pp.75-81 |
| NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] | 2019-06-18 10:50 |
Okinawa | Okinawa Institute of Science and Technology | A sleep state analysis from calcium imaging data using non-negative matrix factorization Mizuo Nagayama, Toshimitsu Aritake (Waseda Univ.), Hideitsu Hino (ISM), Takeshi Kanda, Takehiro Miyazaki, Masashi Yanagisawa (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) NC2019-14 IBISML2019-12 |
Sleep is an essential process for the survival of animals, however, its phenomenon is poorly understood. We aim to disco... [more] | NC2019-14 IBISML2019-12 pp.57-61(NC), pp.79-83(IBISML) |
| HWS, ISEC, SITE, ICSS, EMM, IPSJ-CSEC, IPSJ-SPT [detail] | 2018-07-26 11:45 |
Hokkaido | Sapporo Convention Center | Real-time Botnet Detection Using Nonnegative Tucker Decomposition Hideaki Kanehara, Yuma Murakami (Waseda Univ.), Jumpei Shimamura (Clwit), Takeshi Takahashi (NICT), Noboru Murata (Waseda Univ.), Daisuke Inoue (NICT) ISEC2018-38 SITE2018-30 HWS2018-35 ICSS2018-41 EMM2018-37 |
This study focuses on darknet traffic analysis and applies tensor factorization in order to detect coordinated group act... [more] | ISEC2018-38 SITE2018-30 HWS2018-35 ICSS2018-41 EMM2018-37 pp.297-304 |
| NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] | 2018-06-13 15:25 |
Okinawa | Okinawa Institute of Science and Technology | Current Dipole Localization from EEG with Birth-Death Process Keita Nakamura (Waseda Univ.), Sho Sonoda (RIKEN), Hideitsu Hino (ISM), Masahiro Kawasaki (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) IBISML2018-10 |
We explore the EEG source localization problem as the estimation of current dipoles. We formulate the relation between c... [more] | IBISML2018-10 pp.67-74 |
| NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] | 2018-06-13 15:50 |
Okinawa | Okinawa Institute of Science and Technology | 3D Super Resolution Microscopy using Convolutional Neural Network Masaru Tanaka (Waseda Univ.), Hideitsu Hino (ISM), Shigeyuki Namiki, Daisuke Asanuma, Kenzo Hirose (The Univ. of Tokyo), Noboru Murata (Waseda Univ.) IBISML2018-11 |
Super-resolution microscopy is a microscopy technique with a resolution beyond the diffraction limit of light. Despite t... [more] | IBISML2018-11 pp.75-80 |
| IBISML | 2018-03-05 13:25 |
Fukuoka | Nishijin Plaza, Kyushu University | Information Geometry of Modal Linear Regression Keishi Sando (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.), Hideitsu Hino (Univ. of Tsukuba) IBISML2017-91 |
(To be available after the conference date) [more] | IBISML2017-91 pp.7-14 |
| IBISML | 2018-03-05 13:50 |
Fukuoka | Nishijin Plaza, Kyushu University | Metric Learning for k-Nearest Neighbor Estimation using Multiple Distance Metrics Yokuto Seki, Noboru Murata (Waseda Univ.) IBISML2017-92 |
The relationship between unstructured datasets such as graphs can be measured by multiple distance metrics. In this pap... [more] |
IBISML2017-92 pp.15-19 |
| IBISML | 2018-03-05 16:10 |
Fukuoka | Nishijin Plaza, Kyushu University | Bootstrap Outlier Test Hayato Watanabe (Waseda Univ.), Hideitsu Hino (Univ. of Tsukuba/RIKEN), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) IBISML2017-94 |
[more] | IBISML2017-94 pp.27-33 |
| IBISML | 2017-03-06 16:30 |
Tokyo | Tokyo Institute of Technology | New Lerning Algorythm of Neural Network using Integral Representation and Kernel Herding Takuo Matsubara, Sho Sonoda, Noboru Murata (Waseda Univ.) IBISML2016-103 |
A new learning algorithm for neural networks that converges at $mathcal{O}(frac{1}{n})$ with respect to model complexity... [more] | IBISML2016-103 pp.25-31 |
| MBE, NC (Joint) |
2016-11-19 11:35 |
Miyagi | Tohoku University | Estimation of Neural Connections from Partially Observed Spikes Taishi Iwasaki (Waseda Univ.), Hideitsu Hino (Tsukuba Univ.), Masami Tatsuno (Lethbridge Univ.), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) NC2016-36 |
Estimation of neural connections from spike data is an important problem for investigating information processing in bra... [more] | NC2016-36 pp.21-26 |
| IBISML | 2016-11-17 14:00 |
Kyoto | Kyoto Univ. | Transportation aspect of infinitely deep denoising autoencoder Sho Sonoda, Noboru Murata (Waseda Univ.) IBISML2016-88 |
The hidden layers of a deep neural network extract feature of the input data. We propose to analyze the feature map of a... [more] | IBISML2016-88 pp.297-304 |
| PRMU, IPSJ-CVIM, IBISML [detail] | 2016-09-06 11:45 |
Toyama | PRMU2016-85 IBISML2016-40 |
(To be available after the conference date) [more] | PRMU2016-85 IBISML2016-40 pp.233-240 |
|
| IBISML | 2016-03-18 10:25 |
Tokyo | Institute of Statistical Mathematics | Entropy Estimator Based on Polynomial Regression with Poisson Error Structure Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) IBISML2015-100 |
[more] | IBISML2015-100 pp.47-53 |
| IBISML | 2015-11-26 15:00 |
Ibaraki | Epochal Tsukuba | [Poster Presentation]
Non-parametric e-mixture Estimation Ken Takano (Waseda Univ.), Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) IBISML2015-59 |
Mixture modeling is one of the simplest ways to represent complicated probability density functions, and to integrate in... [more] | IBISML2015-59 pp.45-52 |
| IBISML | 2015-11-26 15:00 |
Ibaraki | Epochal Tsukuba | [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.) IBISML2015-60 |
[more] | IBISML2015-60 pp.53-59 |
| IBISML | 2015-11-26 15:00 |
Ibaraki | Epochal Tsukuba | [Poster Presentation]
CNN Brake Scene Recognition with LiDAR Tatsunosuke Shimada, Takuo Matsubara, Sho Sonoda, Noboru Murata (Waseda Univ.), Patricia Ortal, Shinpei Kato (Nagoya Univ.) IBISML2015-61 |
[more] | IBISML2015-61 pp.61-67 |
| WIT, SP, ASJ-H, PRMU | 2015-06-19 11:15 |
Niigata | Multi-frame super resolution based on double sparsity Toshiyuki Kato (Waseda Univ.), Hideitsu Hino (University of Tsukuba), Noboru Murata (Waseda Univ.) PRMU2015-52 SP2015-21 WIT2015-21 |
[more] | PRMU2015-52 SP2015-21 WIT2015-21 pp.119-124 |
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