Bayesian Inference for Consistent Predictions in Overparameterized Nonlinear Regression. - Tomoya Wakayama (CoRR, 2024)

In-Context Learning Is Provably Bayesian Inference: A Generalization Theory for Meta-Learning. - Tomoya Wakayama; Taiji Suzuki (CoRR, 2025)

Ensemble Prediction via Covariate-dependent Stacking. - Tomoya Wakayama; Shonosuke Sugasawa (Stat. Comput., 2025)