42 citations · 85 across the 11 of their papers we have counts for
3 papers · 1 filter
Space-Efficient Random Walks on Streaming Graphs
Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiane-Ruiz +1
Graphs in many applications, such as social networks and IoT, are inherently streaming, involving continuous additions and deletions of vertices and edges at high rates. Constructi…
Good Intentions: Adaptive Parameter Management via Intent Signaling
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke +3
Parameter management is essential for distributed training of large machine learning (ML) tasks. Some ML tasks are hard to distribute because common approaches to parameter managem…
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning
Zoi Kaoudi, Abelardo Carlos Martinez Lorenzo, Volker Markl
Knowledge graph completion (a.k.a.~link prediction), i.e.,~the task of inferring missing information from knowledge graphs, is a widely used task in many applications, such as prod…