Intrinsic regularization effect in Bayesian nonlinear regression scaled by observed data

Satoru Tokuda, Kenji Nagata, Masato Okada

Occam's razor is a guiding principle that models should be simple enough to describe observed data. While Bayesian model selection (BMS) embodies it by the intrinsic regularization…