469 citations
- Leipzig UniversityDE50 papers
- Technische Universität DresdenDE26 papers
- German Research Centre for Artificial IntelligenceDE16 papers
- Max Planck Institute for Mathematics in the SciencesDE9 papers
- Friedrich Schiller University JenaDE8 papers
- Leipzig University of Applied SciencesDE7 papers
- Bauhaus-Universität WeimarDE6 papers
- University of KasselDE6 papers
- University of TübingenDE6 papers
- Heidelberg UniversityDE5 papers
- Ludwig-Maximilians-Universität MünchenDE5 papers
- Max Planck Institute for MathematicsDE5 papers
Showing 2020Show all
2 papers · 1 filter
cs.LG2020★ 26 cited
Learning physically consistent mathematical models from data using group sparsity
Suryanarayana Maddu, Bevan L. Cheeseman, Christian L. Müller +1
We propose a statistical learning framework based on group-sparse regression that can be used to 1) enforce conservation laws, 2) ensure model equivalence, and 3) guarantee symmetr…
cs.SI2020
Superbubbles as an Empirical Characteristic of Directed Networks
Fabian Gärtner, Felix Kühnl, Carsten R. Seemann +4
Superbubbles are acyclic induced subgraphs of a digraph with single entrance and exit that naturally arise in the context of genome assembly and the analysis of genome alignments i…