Conditional Flow Models Convert Epistemic Uncertainty into Apparent Aleatoric Variance

Navodita Sharma, Abhishek Shetty, Max Simchowitz +1

Conditional Flow Models (CFMs) are increasingly being used in place of deterministic predictors across machine learning, including for tasks that were classically formulated as reg…