[doc] Fix tutorial for advanced objectives (#10725)

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@ -360,7 +360,7 @@ point, which means it will be a minimum rather than a maximum or saddle point).
But note that this is still not usable for XGBoost, since the expected
Hessian, just like the true Hessian, has shape ``[nrows, k, k]``, while
XGBoost requires something with shape ``[k, k]``.
XGBoost requires something with shape ``[nrows, k]``.
One may use the diagonal of the expected Hessian for each row, but it's
possible to do better: one can use instead an upper bound with diagonal