Jakob Knollmüller

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 7

Top Topics

Trained Neural Networks

Bayesian Reasoning

Learned Knowledge

Region Matching

Top Venues

Publications

Jakob Knollmüller, Torsten A. Enßlin
Bayesian Reasoning with Trained Neural Networks. Entropy 23 (6) (2021)
Philipp Joppich, Sebastian Dorn, Oliver De Candido, Wolfgang Utschick, Jakob Knollmüller
Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders. CoRR (2021)
Jakob Knollmüller, Torsten A. Enßlin
Bayesian Reasoning with Deep-Learned Knowledge. CoRR (2020)
Jakob Knollmüller, Torsten A. Enßlin
Metric Gaussian Variational Inference. CoRR (2019)
Philipp Arras, Jakob Knollmüller, Henrik Junklewitz, Torsten A. Enßlin
Radio Imaging with Information Field Theory. EUSIPCO (2018)
Jakob Knollmüller, Torsten A. Enßlin
Encoding prior knowledge in the structure of the likelihood. CoRR (2018)
Torsten A. Enßlin, Jakob Knollmüller
Correlated signal inference by free energy exploration. CoRR (2016)