no code implementations • 8 Jun 2015 • Christina Heinze, Brian McWilliams, Nicolai Meinshausen
We present DUAL-LOCO, a communication-efficient algorithm for distributed statistical estimation.
1 code implementation • NeurIPS 2015 • Dominik Rothenhäusler, Christina Heinze, Jonas Peters, Nicolai Meinshausen
We propose a simple method to learn linear causal cyclic models in the presence of latent variables.
no code implementations • 13 Jun 2014 • Christina Heinze, Brian McWilliams, Nicolai Meinshausen, Gabriel Krummenacher
We propose LOCO, an algorithm for large-scale ridge regression which distributes the features across workers on a cluster.