Asymptotic behavior of free energy when optimal probability distribution is not unique. - Shuya Nagayasu; Sumio Watanabe (Neurocomputing, 2022)

Free Energy of Bayesian Convolutional Neural Network with Skip Connection. - Shuya Nagayasu; Sumio Watanabe (ACML, 2023)

Bayesian Free Energy of Deep ReLU Neural Network in Overparametrized Cases. - Shuya Nagayasu; Sumio Watanabe (CoRR, 2023)