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Appendix To ensure that our results can be replicated we provide further experimental details and complementary

Neural Information Processing Systems

Symbol Definition x 2X,u 2U,y 2Y Input, model output, and desired output p ( x, y) Joint probability distribution of input x and target or label y f: X!U, 2 Model function with parameters in parameter space L ( p, f):( p, f) 7! R