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We used the gradient for a linear term and the hessian for the quadratic term… is there any way we could keep moving forward or are there no closed form / easy expressions for these terms?


How expensive is the Hessian to compute? Is the extra cost of using the second derivative worth the increased accuracy of the approximation?