427 citations
- Technische Universität DarmstadtDE11 papers
- Centre National de la Recherche ScientifiqueFR8 papers
- Darmstadt University of Applied SciencesDE8 papers
- Université Paris-SaclayFR6 papers
- University of BonnDE6 papers
- Christian-Albrechts-Universität zu KielDE5 papers
- GSI Helmholtz Centre for Heavy Ion ResearchDE5 papers
- Technical University of MunichDE5 papers
- Technische Universität DresdenDE5 papers
- Universität HamburgDE5 papers
- European Organization for Nuclear ResearchCH4 papers
- FZU ‒ Institute of Physics of the Academy of Sciences of the Czech RepublicCZ4 papers
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cs.LG2021★ 3 cited
The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks
Rahim Entezari, Hanie Sedghi, Olga Saukh +1
In this paper, we conjecture that if the permutation invariance of neural networks is taken into account, SGD solutions will likely have no barrier in the linear interpolation betw…
cs.LG2020★ 1 cited
Interpretable and Transferable Models to Understand the Impact of Lockdown Measures on Local Air Quality
Johanna Einsiedler, Yun Cheng, Franz Papst +1
The COVID-19 related lockdown measures offer a unique opportunity to understand how changes in economic activity and traffic affect ambient air quality and how much pollution reduc…
cs.LG2017★ 1 cited
Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis
Jürgen Bernard, Christian Ritter, David Sessler +3
The definition of similarity is a key prerequisite when analyzing complex data types in data mining, information retrieval, or machine learning. However, the meaningful definition…