[jimbokun]

What do you mean by "machine learning models", as distinct from Bayesian models?

In the literature, Bayesian models are usually considered a type of machine learning model.

[apathy]

Think Bayesian vs frequentist. Obviously from the perspective of "optimize against a loss function" they're both special cases, but one is mathematically and philosophically parsimonious, the other... Less so.