Distributed Multivariate Regression Modeling For Selecting Biomarkers Under Data Protection Constraints

1 code implementation • 1 Mar 2018 • Daniela Zöller, Harald Binder

To minimize the amount of transferred data and the number of calls, we also provide a heuristic variant of the approach.

regression Variable Selection

Modeling Activity Tracker Data Using Deep Boltzmann Machines

no code implementations • 28 Feb 2018 • Martin Treppner, Stefan Lenz, Harald Binder, Daniela Zöller

To investigate the feasibility of deep learning approaches for unsupervised learning with such data, we examine weekly usage patterns of Fitbit activity trackers with deep Boltzmann machines (DBMs).