Talks
Selected talks and presentations.
2026
Process-based Inference for Spatial Energetics Using Bayesian Predictive Stacking
August 2026Joint Statistical Meetings, Boston, USA
In-Context Learning Is Provably Bayesian Inference: A Generalization Theory for Meta-Learning
July 2026International Conference on Machine Learning, Seoul, Korea
2025
Bayesian Analysis for Over-parameterized Linear Models via Effective Spectra
June 2025Objective Bayes Methodology Conference, Athens, Greece
2024
Process-based Inference for Spatial Energetics Using Bayesian Predictive Stacking
December 2024IMS International Conference on Statistics and Data Science, Nice, France
Bayesian Inference for Single-Index Models with Excess Parameters
September 2024Japanese Joint Statistical Meeting, Tokyo University of Science
Similarity-based Random Partition Distribution for Clustering Functional Data
June 2024ISBA World Meeting, Venice, Italy
Process-based Inference for Spatial Energetics Using Bayesian Predictive Stacking
June 2024ISBA World Meeting, Venice, Italy
2023
Functional Regression with Excess Bases
December 2023Hiroshima University Friday Seminar, Hiroshima University
Spatiotemporal Factor Models for Functional Data with Application to Population Map Forecast
August 2023EcoSta2023, Tokyo, Japan
Spatio-temporal Factor Models for Large-Scale Data
July 202364th ISI World Statistics Congress, Ottawa, Canada
Spatiotemporal Factor Models for Functional Data with Application to Population Map Forecast
July 20232023 KSS Meeting, Busan, Korea
Bayesian Factor Models for Spatio-temporal Functional Data and Application to Population Map Forecasting
April 2023Japanese Society of Applied Statistics Annual Meeting, Hokkaido University
2022
Bayesian Models for Large-Scale Spatio-temporal Data
October 2022KAKENHI Symposium on Statistical Science, Tokyo University of Science
Benign Overfitting of Overparameterized Bayesian Linear Regression
September 2022Japanese Joint Statistical Meeting, Seikei University
Bayesian Trend Filtering for Functional Data via Shrinkage Priors
July 20226th EAC-ISBA Conference, Online
Trend Filtering for Functional Data
May 202236th Japanese Society of Computational Statistics Meeting, Ehime Prefectural Culture Hall
Trend Filtering for Functional Data Using Shrinkage Priors
March 202216th Japan Statistical Society Spring Meeting, Keio University Mita Campus
2021
Fast Convergence on Perfect Classification for Functional Data
September 2021Japanese Joint Statistical Meeting, Online
Trend Filtering for Functional Data
August 2021Statistical Summer Seminar 2021, Online
Trend Filtering for Functional Time Series Data
March 202115th Japan Statistical Society Spring Meeting, Online