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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| IBISML | 2023-12-20 15:20 |
Tokyo | National Institute of Informatics (Primary: On-site, Secondary: Online) |
Stabilization and Acceleration of Stochastic Gradient Descent Based on Eigenvalue Decomposition of the Fisher Information Matrix Masazumi Iida, Yoshinari Takeishi (Kyushu Univ.), Siyang Wang (Umea Univ.), Jun'ichi Takeuchi (Kyushu Univ.)  IBISML2023-32 |
By using approximated eigen-decomposition of the Fisher information matrix, the Stabilizer method was recently developed... [more] | IBISML2023-32 pp.13-17 |
| ICSS, IPSJ-SPT | 2023-03-13 15:20 |
Okinawa | Okinawaken Seinenkaikan (Primary: On-site, Secondary: Online) |
Multimodal Feature Integration Toward High-Accuracy Network Intrusion Detection Masazumi Iida, Kohei Miyamoto, Yoshinari Takeishi, Shota Kawanaka (Kyushu Univ.), Chansu Han, Tao Ban, Takeshi Takahashi (NICT), Jun'ichi Takeuchi (Kyushu Univ.) ICSS2022-55 |
(To be available after the conference date) [more] | ICSS2022-55 pp.43-48 |
| 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] | 2022-06-27 16:20 |
Okinawa | (Primary: On-site, Secondary: Online) |
Relaxing the Requirement for Decomposition of the Fisher Information Matrix for Simple Softplus Neural Networks Masazumi Iida, Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.) NC2022-6 IBISML2022-6 |
(To be available after the conference date) [more] | NC2022-6 IBISML2022-6 pp.53-60 |
| IT, EMM | 2022-05-17 13:00 |
Gifu | Gifu University (Primary: On-site, Secondary: Online) |
On Structure of Fisher Information Matrix for Simple Softplus Neural Networks Masazumi Iida, Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.) IT2022-1 EMM2022-1 |
[more] | IT2022-1 EMM2022-1 pp.1-6 |
| RCS, SIP, IT | 2022-01-21 09:25 |
Online | Online | Approximate Eigenvalue Decomposition of Fisher Information Matrix for Simple ReLU Networks Yoshinari Takeishi, Masazumi Iida, Jun'ichi Takeuchi (Kyushu Univ.) IT2021-68 SIP2021-76 RCS2021-236 |
We argue the Fisher information matrix (FIM) of one hidden layer networks with the ReLU activation function. Let $W$ den... [more] | IT2021-68 SIP2021-76 RCS2021-236 pp.225-230 |
| EMM, IT | 2019-05-24 13:55 |
Hokkaido | Asahikawa International Conference Hall | Improving Sparse Superposition Codes with Deep Learning Masazumi Iida, Yuya Oshikawa (Kyushu Univ.), Kazushi Mimura (Hiroshima City Univ.), Junichi Takeuchi (Kyushu Univ.) IT2019-13 EMM2019-13 |
[more] | IT2019-13 EMM2019-13 pp.67-72 |
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