no code implementations • 18 Sep 2023 • Wenjin Xie, Xiaomeng Wang, Radosław Michalski, Tao Jia
We propose a metric based on information entropy to quantify the randomness in diffusion data, then identify a scaling pattern between the randomness and the prediction accuracy of the model.
no code implementations • 23 Jun 2019 • Mateusz Nurek, Radosław Michalski
Formation of a hierarchy within an organization is a natural way of assigning the duties, delegating responsibilities and optimizing the flow of information.
no code implementations • 5 Oct 2015 • Tomasz Kajdanowicz, Radosław Michalski, Katarzyna Musiał, Przemysław Kazienko
The question that arises is: "labels of which nodes should be collected and used for learning in order to provide the best classification accuracy for the whole network?".