Add power iteration accuracy tests with minor stability fixes for power iteration

[noahgolmant]

This adds tests for

1. Power iteration on random PSD Wishart matrices
2. Power iteration using the full dataset for simple linear models
3. Power iteration using a fixed mini-batch
4. Stochastic power iteration using a new mini-batch for each hessian-vector product evaluation

Plots can be found in #23.