191 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Siemens (Germany)DE16 papers
- University of RegensburgDE14 papers
- Institute for Information RecordingUA4 papers
- Karlsruhe Institute of TechnologyDE4 papers
- National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”UA4 papers
- Technical University of MunichDE4 papers
- University Hospital RegensburgDE4 papers
- Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)DE3 papers
- Fraunhofer Institute for Integrated CircuitsDE3 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE3 papers
- Institute of PhysicsPL3 papers
- Ludwig-Maximilians-Universität MünchenDE3 papers
6 papers · 1 filter
Non-Convergence and Limit Cycles in the Adam optimizer
Sebastian Bock, Martin Georg Weiß
One of the most popular training algorithms for deep neural networks is the Adaptive Moment Estimation (Adam) introduced by Kingma and Ba. Despite its success in many applications…
PyPSA-Earth. A New Global Open Energy System Optimization Model Demonstrated in Africa
Maximilian Parzen, Hazem Abdel-Khalek, Ekaterina Fedorova +9
Macro-energy system modelling is used by decision-makers to steer the global energy transition toward an affordable, sustainable and reliable future. Closed-source models are the c…
Static Hardware Partitioning on RISC-V -- Shortcomings, Limitations, and Prospects
Ralf Ramsauer, Stefan Huber, Konrad Schwarz +2
On embedded processors that are increasingly equipped with multiple CPU cores, static hardware partitioning is an established means of consolidating and isolating workloads onto si…
Translation invariant diagonal frame decomposition of inverse problems and their regularization
Simon Göppel, Jürgen Frikel, Markus Haltmeier
Solving inverse problems is central to a variety of important applications, such as biomedical image reconstruction and non-destructive testing. These problems are characterized by…
Conjunctive Queries with Free Access Patterns under Updates
Ahmet Kara, Milos Nikolic, Dan Olteanu +1
We study the problem of answering conjunctive queries with free access patterns (CQAPs) under updates. A free access pattern is a partition of the free variables of the query into…
Uncovering Instabilities in Variational-Quantum Deep Q-Networks
Maja Franz, Lucas Wolf, Maniraman Periyasamy +5
Deep Reinforcement Learning (RL) has considerably advanced over the past decade. At the same time, state-of-the-art RL algorithms require a large computational budget in terms of t…