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Freeze as a constant. That is the whole meaning of a partial derivative with respect to : every appearance of behaves like a fixed number, so differentiates to .
Apply the chain rule for the logarithm. With and :
Forgetting the inner derivative and writing alone is the standard error here.
Differentiate the inside with respect to .
Combine the two pieces.
By the symmetry of the expression, the other partial is — simply swap the roles of and .
Sanity-check the result. At the function reduces to , whose derivative is ; the formula gives . The partial also vanishes all along the -axis where , matching the fact that has a minimum in there for any fixed . The function is undefined at the origin, so the derivative is too.
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