齋藤 翔太

Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability 

Proceedings of The 28th International Conference on Artificial Intelligence and Statistics PMLR 258 1045-1053 2025年5月5日  査読有り

Meta-Bound on Lower Bounds of Bayes Risk in Parameter Estimation 

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences Vol.E107-A(3) 2024年3月1日  査読有り筆頭著者最終著者責任著者

An Efficient Bayes Coding Algorithm for Changing Context Tree Model 

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E107.A(3) 448-457 2024年3月1日  査読有り

Bayes optimal estimation and its approximation algorithm for difference with and without treatment under IRSLC model 

International Journal of Data Science and Analytics 2023年11月3日  査読有り

Discovery of Contrast Itemset with Statistical Background Between Two Continuous Variables 

Big Data Analytics and Knowledge Discovery 114-119 2023年8月10日  最終著者

Hyperparameter Learning of Bayesian Context Tree Models 

2023 IEEE International Symposium on Information Theory 2023年6月26日  査読有り

Non-Asymptotic Bounds of Cumulant Generating Function of Codeword Lengths in Variable-Length Lossy Compression 

IEEE Transactions on Information Theory 69(4) 2113-2119 2023年4月  査読有り筆頭著者責任著者

Bayes Optimal Estimation and Its Approximation Algorithm for Difference with and without Treatment under URLC Model 

Proceedings of 2022 International Symposium on Information Theory and Its Applications 2022年10月19日  査読有り

On Meta-Bound for Lower Bounds of Bayes Risk 

2022 IEEE International Symposium on Information Theory 2022年7月1日  査読有り筆頭著者最終著者責任著者

Upper Bound on Privacy-Utility Tradeoff Allowing Positive Excess Distortion Probability 

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E105.A(3) 425-427 2022年3月1日  査読有り筆頭著者責任著者

Probability Distribution on Full Rooted Trees 

Entropy 24(3) 328-328 2022年2月24日  査読有り

Cluster’s Number Free Bayes Prediction of General Framework on Mixture of Regression Models 

Journal of Statistical Theory and Applications 20(3) 425-449 2021年9月20日  査読有り

Meta-Tree Random Forest: Probabilistic Data-Generative Model and Bayes Optimal Prediction 

Entropy 23(6) 768-768 2021年6月18日  査読有り責任著者

On Two Information Quantities Relating Two Distortion Balls 

2020 International Symposium on Information Theory and Its Applications 2020年10月  査読有り筆頭著者責任著者

Evaluation of Error Probability of Classification Based on the Analysis of the Bayes Code 

2020 IEEE International Symposium on Information Theory 2020年6月21日  査読有り筆頭著者責任著者