164 citations · 932 across the 24 of their papers we have counts for
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physics.data-an2020★ 3 cited
Towards Bayesian Data Compression
Johannes Harth-Kitzerow, Reimar Leike, Philipp Arras +1
In order to handle large data sets omnipresent in modern science, efficient compression algorithms are necessary. Here, a Bayesian data compression (BDC) algorithm that adapts to t…
physics.data-an2019★ 9 cited
Field dynamics inference for local and causal interactions
Philipp Frank, Reimar Leike, Torsten A. Enßlin
Inference of fields defined in space and time from observational data is a core discipline in many scientific areas. This work approaches the problem in a Bayesian framework. The p…