Masahiro Tanaka （田中昌宏）
Last update: June 19, 2024
Affiliation
Associate Professor
Faculty of Economics
Fukuoka University (Fukuoka, Japan).
Recent Publications
"Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration", Proceedings of the 2024 7th International Conference on Data Science and Its Applications, forthcoming. [arXiv:2405.04845] Link
"Generalized Posterior Calibration via Sequential Monte Carlo Sampler", Proceedings of the 2024 6th Asia Conference on Machine Learning and Computing, forthcoming. [arXiv:2404.16528] Link
"Parameterizations for Gradient-based Markov Chain Monte Carlo on the Stiefel Manifold: A Comparative Study", Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, pp. 397-402, 2024. Link
"Bayesian Singular Value Regularization via a Cumulative Shrinkage Process", Communications in Statistics - Theory and Methods, 51 (16), 5566-5589, 2022. Link
“Bayesian Matrix Completion Approach to Causal Inference with Panel Data”, Journal of Statistical Theory and Practice, 15 (2), Article:49, 2021. Link
“Bayesian Inference of Local Projections with Roughness Penalty Priors”, Computational Economics, 55 (2), 629–651, 2020. Link
Teaching (AY2024)
Undergraduate (in Japanese)
Graduate (in English)
Contact
gspddlnit45 {at} toki.waseda.jp