1 week ago · ai

[Paper] EoS-FM: Can an Ensemble of Specialist Models act as a Generalist Feature Extractor?

Recent advances in foundation models have shown great promise in domains such as natural language processing and computer vision, and similar efforts are now em...

1 week ago · ai

[Paper] Ensemble Performance Through the Lens of Linear Independence of Classifier Votes in Data Streams

Ensemble learning improves classification performance by combining multiple base classifiers. While increasing the number of classifiers generally enhances accu...