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All Technical Committee Conferences (Searched in: All Years)
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Search Results: Conference Papers |
Conference Papers (Available on Advance Programs) (Sort by: Date Descending) |
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Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
IBISML |
2017-11-10 13:00 |
Tokyo |
Univ. of Tokyo |
Statistical Mechanical Analysis of Learning with Two-Layer Perceptron with Multiple Output Units
-- Reconsidering Plateau Phenomenon -- Yuki Yoshida (UTokyo), Ryo Karakida (AIST), Masato Okada (UTokyo/AIST/RIKEN BSI), Shun-ichi Amari (RIKEN BSI) IBISML2017-83 |
The plateau phenomenon --- stopping decrease of error in the middle of learning --- is problematic.
Since Amari et al. ... [more] |
IBISML2017-83 pp.347-354 |
IBISML |
2016-11-16 15:00 |
Kyoto |
Kyoto Univ. |
Statistical Mechanical Analysis of Fast Online Learning with Weight Normalization Yuki Yoshida, Ryo Karakida, Masato Okada (UTokyo), Shun-ichi Amari (RIKEN) IBISML2016-60 |
Weight normalization (WN), a newly developed optimization algorithm for neural networks by Salimans & Kingma(2016), fact... [more] |
IBISML2016-60 pp.101-108 |
EA |
2012-12-13 13:00 |
Tokyo |
National Institute of Informatics |
[Invited Talk]
From Independent Component Analysis, to Nonnegative Matrix Factorization and Sparse Signal Analysis Shun-ichi Amari (RIKEN) EA2012-109 |
Independent Component Analysis was proposed by Jutten and Herault around
1985 in France, and it became an active area o... [more] |
EA2012-109 pp.1-4 |
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