| Probability distribution on full rooted trees Y Nakahara, S Saito, A Kamatsuka, T Matsushima Entropy 24 (3), 328, 2022 | 23 | 2022 |
| Meta-tree random forest: Probabilistic data-generative model and Bayes optimal prediction N Dobashi, S Saito, Y Nakahara, T Matsushima Entropy 23 (6), 768, 2021 | 18 | 2021 |
| Non-asymptotic fundamental limits of guessing subject to distortion S Saito, T Matsushima 2019 IEEE International Symposium on Information Theory (ISIT), 652-656, 2019 | 7 | 2019 |
| Non-asymptotic bounds of cumulant generating function of codeword lengths in variable-length lossy compression S Saito, T Matsushima IEEE Transactions on Information Theory 69 (4), 2113-2119, 2022 | 6 | 2022 |
| An efficient Bayes coding algorithm for the non-stationary source in which context tree model varies from interval to interval K Shimada, S Saito, T Matsushima 2021 IEEE Information Theory Workshop (ITW), 1-6, 2021 | 6 | 2021 |
| Evaluation of error probability of classification based on the analysis of the Bayes code S Saito, T Matsushima 2020 IEEE International Symposium on Information Theory (ISIT), 2510-2514, 2020 | 6 | 2020 |
| Fundamental limit and pointwise asymptotics of the Bayes code for Markov sources S Saito, N Miya, T Matsushima 2015 IEEE International Symposium on Information Theory (ISIT), 1986-1990, 2015 | 6 | 2015 |
| Evaluation of the minimum overflow threshold of Bayes codes for a Markov source S Saito, N Miya, T Matsushima 2014 International Symposium on Information Theory and its Applications, 211-215, 2014 | 6 | 2014 |
| Probability distribution on rooted trees Y Nakahara, S Saito, A Kamatsuka, T Matsushima 2022 IEEE International Symposium on Information Theory (ISIT), 174-179, 2022 | 5 | 2022 |
| Threshold of overflow probability in terms of smooth max-entropy for variable-length compression allowing errors S Saito, T Matsushima 2016 International Symposium on Information Theory and Its Applications …, 2016 | 5 | 2016 |
| Hyperparameter Learning of Bayesian Context Tree Models Y Nakahara, S Saito, K Shimada, T Matsushima 2023 IEEE International Symposium on Information Theory (ISIT), 537-542, 2023 | 4 | 2023 |
| Evaluation of error probability of classification based on the analysis of the Bayes code: Extension and example S Saito, T Matsushima 2021 IEEE International Symposium on Information Theory (ISIT), 1445-1450, 2021 | 4 | 2021 |
| Cumulant generating function of codeword lengths in variable-length lossy compression allowing positive excess distortion probability S Saito, T Matsushima 2018 IEEE International Symposium on Information Theory (ISIT), 881-885, 2018 | 4 | 2018 |
| Spatially “mt. fuji” coupled ldpc codes Y Nakahara, S Saito, T Matsushima IEICE Transactions on Fundamentals of Electronics, Communications and …, 2017 | 4 | 2017 |
| Variable-length lossy compression allowing positive overflow and excess distortion probabilities S Saito, H Yagi, T Matsushima 2017 IEEE International Symposium on Information Theory (ISIT), 1568-1572, 2017 | 4 | 2017 |
| Threshold of overflow probability using smooth max-entropy in lossless fixed-to-variable length source coding for general sources S Saito, T Matsushima IEICE Transactions on Fundamentals of Electronics, Communications and …, 2016 | 4 | 2016 |
| Evaluation of overflow probability of Bayes code in moderate deviation regime S Saito, T Matsushima 2016 International Symposium on Information Theory and Its Applications …, 2016 | 4 | 2016 |
| Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability Y Nakahara, S Saito, N Ichijo, K Kazama, T Matsushima The 28th International Conference on Artificial Intelligence and Statistics, 2025 | 3 | 2025 |
| On meta-bound for lower bounds of Bayes risk S Saito 2022 IEEE International Symposium on Information Theory (ISIT), 3162-3167, 2022 | 3 | 2022 |
| New results on variable-length lossy compression allowing positive overflow and excess distortion probabilities S Saito, H Yagi, T Matsushima 2018 International Symposium on Information Theory and Its Applications …, 2018 | 3 | 2018 |
Toshiyasu MATSUSHIMA早稲田大学，理工学術院，応用数理学科教授Verified email at waseda.jp
