We discuss model selection to determine whether the variance-covariance
...
The stochastic blockmodel (SBM) models the connectivity within and betwe...
We present, (partially) analyze, and apply an efficient algorithm for th...
For iid d-dimensional observations X^(1), X^(2), ... with
independent Ex...
Recent methods for learning a linear subspace from data corrupted by out...