26 citations
- The University of TokyoJP20 papers
- Institute of Space and Astronautical ScienceJP12 papers
- Kyoto UniversityJP12 papers
- Japan Aerospace Exploration AgencyJP11 papers
- Hiroshima UniversityJP10 papers
- RIKEN Nishina CenterJP10 papers
- Rikkyo UniversityJP10 papers
- Center for Astrophysics Harvard & SmithsonianUS9 papers
- Goddard Space Flight CenterUS9 papers
- Tokyo Metropolitan UniversityJP9 papers
- Space Research Organisation NetherlandsNL8 papers
- Tokyo University of ScienceJP8 papers
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cs.LG2026
Neural network initialization with nonlinear characteristics and information on hierarchical features
Hikaru Homma, Jun Ohkubo
Initialization of neural network parameters, such as weights and biases, has a crucial impact on learning performance; if chosen well, we can even avoid the need for additional tra…
cs.LG2025
Koopman operator-based discussion on partial observation in stochastic systems
Jun Ohkubo
It is sometimes difficult to achieve a complete observation for a full set of observables, and partial observations are necessary. For deterministic systems, the Mori-Zwanzig forma…