On the Effect of Regularization on Nonparametric Mean-Variance Regression

Eliot Wong-Toi, Alex Boyd, Vincent Fortuin +1

Uncertainty quantification is vital for decision-making and risk assessment in machine learning. Mean-variance regression models, which predict both a mean and residual noise for e…