Geert Leus

Asynchronous Distributed Edge-Variant Graph Filters

2019

As the size of the sensor network grows, synchronization starts to become the main bottleneck for distributed computing. As a result, efforts in several areas have been focused on the convergence analysis of asynchronous computational …

Online Graph-Adaptive Learning With Scalability and Privacy

2019 · IEEE Transactions on Signal Processing

Graphs are widely adopted for modeling complex systems, including financial, biological, and social networks. Nodes in networks usually entail attributes, such as the age or gender of users in a social network. However, real-world networks …