中原 悠太

Variational Bayesian Methods for a Tree-Structured Stick-Breaking Process Mixture of Gaussians by Application of the Bayes Codes for Context Tree Models 

2024 International Symposium on Information Theory and Its Applications 75-80 2024年11月11日  査読有り筆頭著者最終著者責任著者

Bayesian Decision-Theoretic Prediction with Ensemble of Meta-Trees for Classification Problems 

2024 International Symposium on Information Theory and Its Applications 70-74 2024年11月11日  査読有り

Batch Updating of a Posterior Tree Distribution Over a Meta-Tree 

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E107.A(3) 523-525 2024年3月1日  査読有り筆頭著者責任著者

Tree-Structured Gaussian Mixture Models and Their Variational Inference 

2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2023年10月1日  査読有り筆頭著者最終著者責任著者

Hyperparameter Learning of Bayesian Context Tree Models 

2023 IEEE International Symposium on Information Theory (ISIT) 2023年6月25日  査読有り筆頭著者責任著者

Two-dimensional Autoregressive Model with Time-varying Parameters and the Bayes Codes 

2022 International Symposium on Information Theory and Its Applications 2022年10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 

2022 International Symposium on Information Theory and Its Applications 2022年10月  査読有り

Probability Distribution on Rooted Trees 

2022 IEEE International Symposium on Information Theory (ISIT) 174-179 2022年6月26日  査読有り筆頭著者責任著者

Stochastic Model of Block Segmentation Based on Improper Quadtree and Optimal Code under the Bayes Criterion 

2022 Data Compression Conference (DCC) 2022年3月  査読有り筆頭著者責任著者

The Ratio of the Desired Parameters of Deep Neural Networks 

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E105.A(3) 433-435 2022年3月1日  査読有り

Probability Distribution on Full Rooted Trees 

Entropy 24(3) 328-328 2022年2月24日  査読有り筆頭著者責任著者

Hyperparameter Learning of Stochastic Image Generative Models with Bayesian Hierarchical Modeling and Its Effect on Lossless Image Coding 

2021 IEEE Information Theory Workshop (ITW) 1-6 2021年10月17日  査読有り筆頭著者責任著者

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  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

Analysis of Decoding Error Probability of Spatially ``Mt. Fuji'' Coupled LDPC Codes in Waterfall Region of the BEC 

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E103-A(12) 1337-1346 2020年12月  査読有り筆頭著者責任著者

Theoretical Analysis of the Advantage of Deepening Neural Networks 

19th IEEE International Conference on Machine Learning and Applications 479-484 2020年12月  査読有り

Autoregressive Image Generative Models with Normal and t-distributed Noise and the Bayes Codes for Them 

2020 International Symposium on Information Theory and Its Applications 81-85 2020年10月  査読有り筆頭著者責任著者