Jakob Knollmüller

According to our database, Jakob Knollmüller authored at least 8 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Bayesian Reasoning with Trained Neural Networks.

Jakob Knollmüller, Torsten A. Enßlin

Entropy, 2021

Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders.

Philipp Joppich, Sebastian Dorn, Oliver De Candido, Wolfgang Utschick, Jakob Knollmüller

CoRR, 2021

2020

Metric Gaussian variational inference.

Jakob Knollmüller

PhD thesis, 2020

Bayesian Reasoning with Deep-Learned Knowledge.

Jakob Knollmüller, Torsten A. Enßlin

CoRR, 2020

2019

Metric Gaussian Variational Inference.

Jakob Knollmüller, Torsten A. Enßlin

CoRR, 2019

2018

Encoding prior knowledge in the structure of the likelihood.

Jakob Knollmüller, Torsten A. Enßlin

CoRR, 2018

Radio Imaging with Information Field Theory.

Philipp Arras, Jakob Knollmüller, Henrik Junklewitz, Torsten A. Enßlin

Proceedings of the 26th European Signal Processing Conference, 2018

2016

Correlated signal inference by free energy exploration.

Torsten A. Enßlin, Jakob Knollmüller

CoRR, 2016