Mayer, Ruben
- A Survey on Dataset Distillation: Approaches, Applications and Future Directions
2023/05/03 by Jiahui Geng, Zongxiong Chen, Geng, Jiahui +13 · 5 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- A Comprehensive Survey on Parallelization and Elasticity in Stream Processing
2019/01/28 by Henriette Röger, Röger, Henriette, Ruben Mayer +1 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cloud Computing and Resource Management #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Scalable Deep Learning on Distributed Infrastructures: Challenges, Techniques and Tools
2019/03/27 by Ruben Mayer, Hans‐Arno Jacobsen, Mayer, Ruben +1 · 3 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Advanced Graph Neural Networks
- Federated Learning Priorities Under the European Union Artificial Intelligence Act
2024/02/05 by Herbert Woisetschläger, Alexander Erben, Woisetschläger, Herbert +11 · 3 citations
Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Digital Transformation in Law #Distributed #European Criminal Justice and Data Protection #FOS: Computer and information sciences #I.2 #I.2.11 #K.5 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- ADWISE: Adaptive Window-based Streaming Edge Partitioning for High-Speed\n Graph Processing
2017/12/22 by Christian Mayer, Mayer, Christian, Ruben Mayer +11 · 1 citation
Computer Science · #Caching and Content Delivery #Cloud Computing and Resource Management #Graph Theory and Algorithms
- Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study
2024/09/17 by Merkel, Nikolai, Toussing, Pierre, Mayer, Ruben +1 · 2 citations
#Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF)
- Choosing a Classical Planner with Graph Neural Networks
2024/01/25 by Jana Vatter, Ruben Mayer, Vatter, Jana +7 · 1 citation
Business, Management and Accounting · Computer Science · #Optics and Image Analysis #Constraint Satisfaction and Optimization #AI-based Problem Solving and Planning
- Federated Learning and AI Regulation in the European Union: Who is Responsible? -- An Interdisciplinary Analysis
2024/07/11 by Herbert Woisetschläger, Woisetschläger, Herbert, Simon Mertel +7 · 1 citation
Social Sciences · #Digitalization, Law, and Regulation