Steffen Schaper

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 4

Top Topics

Machine Learning Models

Unsupervised Manner

Markov Chain Monte Carlo

Parameter Estimation

Top Venues

J. Chem. Inf. Model.

PLoS Comput. Biol.

Publications

Avelino Javer, Owen Parsons, Oliver Carr, Janie Baxter, Christian Diedrich, Eren Elçi, Steffen Schaper, Katrin Coboeken, Robert Dürichen
Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks. CoRR (2021)
Sebastian Schneckener, Sergio Grimbs, Jessica Hey, Stephan Menz, Maren Osmers, Steffen Schaper, Alexander Hillisch, Andreas H. Göller
Prediction of Oral Bioavailability in Rats: Transferring Insights from in Vitro Correlations to (Deep) Machine Learning Models Using in Silico Model Outputs and Chemical Structure Parameters. J. Chem. Inf. Model. 59 (11) (2019)
Benjamin Ballnus, Steffen Schaper, Fabian J. Theis, Jan Hasenauer
Bayesian parameter estimation for biochemical reaction networks using region-based adaptive parallel tempering. Bioinform. 34 (13) (2018)
Sam F. Greenbury, Steffen Schaper, Sebastian E. Ahnert, Ard A. Louis
Genetic Correlations Greatly Increase Mutational Robustness and Can Both Reduce and Enhance Evolvability. PLoS Comput. Biol. 12 (3) (2016)