Add support for generic unit weights

[achenzion]

Support generic unit weights across all methods.

Motivating example is importance weights.

[apoorvalal]

should be doable; would require passing this on to the least squares solvers.

[achenzion]

Ya. And for MC needs definition in the obj value and some of the iteration.