| Statistical-mechanical study of deep boltzmann machine given weight parameters after training by singular value decomposition Y Ichikawa, K Hukushima Journal of the Physical Society of Japan 91 (11), 114001, 2022 | 5 | 2022 |
| Adaptive Flip Graph Algorithm for Matrix Multiplication Y Arai, Y Ichikawa, K Hukushima arXiv preprint arXiv:2312.16960, 2023 | 2 | 2023 |
| Dataset Size Dependence of Rate-Distortion Curve and Threshold of Posterior Collapse in Linear VAE Y Ichikawa, K Hukushima arXiv preprint arXiv:2309.07663, 2023 | 1 | 2023 |
| Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing Y Ichikawa, K Hukushima International Conference on Artificial Intelligence and Statistics, 1936-1944, 2024 | | 2024 |
| Continuous Tensor Relaxation for Finding Diverse Solutions in Combinatorial Optimization Problems Y Ichikawa, H Iwashita arXiv preprint arXiv:2402.02190, 2024 | | 2024 |
| Controlling Continuous Relaxation for Combinatorial Optimization Y Ichikawa arXiv preprint arXiv:2309.16965, 2023 | | 2023 |
| Toward Unlimited Self-Learning MCMC with Parallel Adaptive Annealing Y Ichikawa, A Nakagawa, H Masayuki, Y Umeda arXiv preprint arXiv:2211.14024, 2022 | | 2022 |
| Toward Unlimited Self-Learning Monte Carlo with Annealing Process Using VAE's Implicit Isometricity. Y Ichikawa, A Nakagawa, H Masayuki, Y Umeda CoRR, 2022 | | 2022 |
