Learning Instance-Specific Parameters of Black-Box Models Using Differentiable Surrogates

Arnisha Khondaker, Nilanjan Ray

Tuning parameters of a non-differentiable or black-box compute is challenging. Existing methods rely mostly on random sampling or grid sampling from the parameter space. Further, w…