Publications of Jakob Knollmüller

Journal Article (4)

Journal Article
Arras, P.; Frank, P.; Haim, P.; Knollmüller, J.; Leike, R.; Reinecke, M.; Enßlin, T.: Variable structures in M87(star) from space, time and frequency resolved interferometry. Nature astronomy 2022 (2022)
Journal Article
Knollmüller, J.; Ensslin, T. A.: Bayesian reasoning with trained neural networks. Entropy 23 (6), 693 (2021)
Journal Article
Steininger, T.; Dixit, J.; Frank, P.; Greiner, M.; Hutschenreuter, S.; Knollmüller, J.; Leike, R.; Porqueres, N.; Pumpe, D.; Reinecke, M. et al.; Šraml, M.; Varady, C.; Enßlin, T.: NIFTy 3 – Numerical Information Field Theory: A Python framework for multicomponent signal inference on HPC clusters. Annalen der Physik 531 (3), 1800290 (2019)
Journal Article
Knollmüller, J.; Enßlin, T. A.: Noisy independent component analysis of autocorrelated components. Physical Review E 96 (4), 042114 (2017)

Conference Paper (1)

Conference Paper
Arras, P.; Knollmüller, J.; Junklewitz, H.; Enßlin, T. A.: Radio imaging with information field theory. In: 26th European Signal Processing Conference (EUSIPCO), pp. 2683 - 2687. 26th European Signal Processing Conference (EUSIPCO), Rome, Italy, August 03, 2018 - August 07, 2018. IEEE Computer Society, Los Alamitos, CA, US (2018)

Thesis - PhD (1)

Thesis - PhD
Knollmüller, J.: Metric gaussian variational inference. Dissertation, 151 pp., Ludwig Maximilians Universität München, München, Germany (2020)
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