Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of Nadaraya-Watson kernel regression ...

They focused on those control hubs that could be turned into non-control hubs when a single ... that may not be immediately obvious. A novel polynomial-time algorithm was developed to identify ...

Abstract: This article focuses on the robust output regulation problem with prescribed performance for uncertain second-order nonlinear systems with non-polynomial nonlinearity ... Finally, we present ...

The concept is grounded in control theory and is particularly relevant in systems represented by graphs, where nodes represent ... that could be turned into non-control hubs when a single edge ...

This implementation performs on par with tuned, non-configurable implementations while providing ... be used to find clique embeddings for Chimera, Pegasus, and Zephyr graphs in polynomial time. It is ...

This Dutch word describes the practice of doing absolutely nothing or partaking in an activity that has no purpose or goal ...

See an example of the kind of research the school is working on in this film I have weekly meetings with my supervisor, not just discussing the research but also how I'm feeling mentally and what I am ...

Abstract: Adaptive filtering faces significant challenges in handling complex non-Gaussian noise, while graph signal processing (GSP) excels at processing data with intricate structures. This brief ...

final.gfa. By default, we render 1D and 2D visualizations of the graph with odgi, which are very useful to understand the result of the build. See also this step-by-step example for more information.

This book introduces an analytically tractable and computationally effective class of non-Gaussian models for shocks (regular Lévy processes of the exponential type) and related analytical methods ...