3 papers
cs.NI2024
Modeling configuration-performance relation in a mobile network: a data-driven approach
Michał Panek, Ireneusz Jabłoński, Michał Woźniak
Mobile network performance modeling typically assumes either a fixed cell's configuration or only considers a limited number of parameters. This prohibits the exploration of multid…
cs.LG2024
-plot -- a visual tool for evaluating imbalanced data classifiers
Szymon Wojciechowski, Michał Woźniak
One of the significant problems associated with imbalanced data classification is the lack of reliable metrics. This runs primarily from the fact that for most real-life (as well a…
cs.LG2024
Continual Learning with Weight Interpolation
Jędrzej Kozal, Jan Wasilewski, Bartosz Krawczyk +1
Continual learning poses a fundamental challenge for modern machine learning systems, requiring models to adapt to new tasks while retaining knowledge from previous ones. Addressin…