Concepedia

Stefan Depeweg

SD

Statistics

Publications

8

Citations

344

H-Index

8

Active since

2016

Affiliations

Siemens (Germany)(Current)

Technical University of Munich

Harvard University Press

Stefan Depeweg is an author at Siemens (Germany) specializing in computing, machine learning, and reinforcement learning.

Publications per year

2016–2019

8

Publications

8

Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning

Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi‐Velez et al. · arXiv (Cornell University) · 2017 · 121 citations · Full text

Computing, Decision Sciences, Decision Theory +16

Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks

Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi‐Velez et al. · Cambridge University Engineering Department Publications Database · 2016 · 60 citations · Full text

Computing, Computer Science, Industrial Engineering +17

A benchmark environment motivated by industrial control problems

Daniel Hein, Stefan Depeweg, Michel Tokic et al. · 2017 · 48 citations · Full text

Computing, Computer Science, Artificial Intelligence +7

Learning and Policy Search in Stochastic Dynamical Systems with Bayesian\n Neural Networks

Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi‐Velez et al. · arXiv (Cornell University) · 2016 · 34 citations · Full text

Computing, Computational Engineering, Machine Learning +16

Uncertainty Decomposition in Bayesian Neural Networks with Latent Variables

Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi‐Velez et al. · arXiv (Cornell University) · 2017 · 24 citations · Full text

Computing, Computer Science, Machine Learning +16

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