Stefan Depeweg
Stefan Depeweg
Siemens AG
Bestätigte E-Mail-Adresse bei uos.de
Titel
Zitiert von
Zitiert von
Jahr
Learning and policy search in stochastic dynamical systems with bayesian neural networks
S Depeweg, JM Hernández-Lobato, F Doshi-Velez, S Udluft
International Conference on Learning Representations (ICLR 2017), 2017
1062017
Decomposition of uncertainty in bayesian deep learning for efficient and risk-sensitive learning
S Depeweg, JM Hernández-Lobato, F Doshi-Velez, S Udluft
ICML, 2018
85*2018
A Benchmark Environment Motivated by Industrial Control Problems
D Hein, S Depeweg, M Tokic, S Udluft, A Hentschel, TA Runkler, ...
IEEE Symposium on Computational Intelligence (IEEE SSCI 2017), 2017
222017
Uncertainty Decomposition in Bayesian Neural Networks with Latent Variables
S Depeweg, JM Hernández-Lobato, F Doshi-Velez, S Udluft
ICML 2017 Workshop on Reliable Machine Learning in the Wild, 2017
202017
Solving bongard problems with a visual language and pragmatic reasoning
S Depeweg, CA Rothkopf, F Jäkel
arXiv preprint arXiv:1804.04452, 2018
92018
Modeling Epistemic and Aleatoric Uncertainty with Bayesian Neural Networks and Latent Variables
S Depeweg
PhD Thesis, 2019
52019
Sensitivity Analysis for Predictive Uncertainty in Bayesian Neural Networks
S Depeweg, JM Hernández-Lobato, S Udluft, T Runkler
ESANN 2018, 2018
52018
Learning navigation attractors for mobile robots with reinforcement learning and reservoir computing
EA Antonelo, S Depeweg, B Schrauwen
Proceedings of the X Brazilian Congress on Computational Intelligence (CBIC), 2011
22011
A benchmark environment motivated by industrial control problems Download PDF
D Hein, S Depeweg, M Tokic, S Udluft, A Hentschel, TA Runkler, ...
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