Stefan Depeweg
Stefan Depeweg
Technische Universitšt MŁnchen
Verified email at uos.de
TitleCited byYear
Learning and policy search in stochastic dynamical systems with bayesian neural networks
S Depeweg, JM HernŠndez-Lobato, F Doshi-Velez, S Udluft
International Conference on Learning Representations (ICLR 2017), 2017
582017
Decomposition of uncertainty in bayesian deep learning for efficient and risk-sensitive learning
S Depeweg, JM HernŠndez-Lobato, F Doshi-Velez, S Udluft
ICML, 2018
26*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
142017
Uncertainty Decomposition in Bayesian Neural Networks with Latent Variables
S Depeweg, JM HernŠndez-Lobato, F Doshi-Velez, S Udluft
ICML 2017 Workshop on Reliable Machine Learning in the Wild, 2017
102017
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
Solving Bongard Problems with a Visual Language and Pragmatic Reasoning
S Depeweg, CA Rothkopf, F Jškel
arXiv preprint arXiv:1804.04452, 2018
2018
Sensitivity Analysis for Predictive Uncertainty in Bayesian Neural Networks
S Depeweg, JM HernŠndez-Lobato, S Udluft, T Runkler
ESANN 2018, 2018
2018
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