Dynamics of learning in MLP: Natural gradient and singularity revisited S Amari, T Ozeki, R Karakida, Y Yoshida, M Okada Neural computation 30 (1), 1-33, 2017 | 32 | 2017 |
Data-dependence of plateau phenomenon in learning with neural network---Statistical mechanical analysis Y Yoshida, M Okada Advances in Neural Information Processing Systems 32, 2019 | 31 | 2019 |
Statistical mechanical analysis of online learning with weight normalization in single layer perceptron Y Yoshida, R Karakida, M Okada, S Amari Journal of the Physical Society of Japan 86 (4), 044002, 2017 | 17 | 2017 |
Statistical mechanical analysis of learning dynamics of two-layer perceptron with multiple output units Y Yoshida, R Karakida, M Okada, SI Amari Journal of Physics A: Mathematical and Theoretical 52 (18), 184002, 2019 | 11 | 2019 |
Graph minors from simulated annealing for annealing machines with sparse connectivity Y Sugie, Y Yoshida, N Mertig, T Takemoto, H Teramoto, A Nakamura, ... Theory and Practice of Natural Computing: 7th International Conference, TPNC …, 2018 | 6 | 2018 |
Role of two learning rates in convergence of model-agnostic meta-learning S Takagi, Y Nagano, Y Yoshida, M Okada | | 2019 |
On the conditions of MAML convergence S Takagi, Y Nagano, Y Yoshida, M Okada | | |