Because of the Bayes’ rule, new rear likelihood of y = 1 is conveyed given that:

Because of the Bayes’ rule, new rear likelihood of y = 1 is conveyed given that: (Failure of OOD detection under invariant classifier) Consider an out-of-distribution input which contains the environmental feature: ? out ( x ) = M inv z out + M e z e , where z out ? ? inv . […]