How threadsafe is Eigen in a situation where there are multiple writers to a matrix, but no two threads ever write to the same index? Say I have a thread per row, and am calling repeatedly

myMatrix.row(i).noalias() += someOtherVector;

Is it possible that there would be some conflict under the hood?

no conflict, that's safe.