J. Schreiter

Data-efficient and safe learning with Gaussian processes

Jens Schreiter, J. Schreiter, 2020 .

Safe Exploration for Active Learning with Gaussian Processes

Duy Nguyen-Tuong, Marc Toussaint, Jens Schreiter, 2015, ECML/PKDD.

Sparse Gaussian process regression for compliant, real-time robot control

Peter Englert, Duy Nguyen-Tuong, Marc Toussaint, 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

Efficient sparsification for Gaussian process regression

Marc Toussaint, Duy Nguyen-Tuong, Jens Schreiter, 2016, Neurocomputing.

Safe Active Learning of a High Pressure Fuel Supply System

Oliver Nelles, Duy Nguyen-Tuong, Benjamin Hartmann, 2018, Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016.