4 papers
From User Preferences to Optimization Constraints Using Large Language Models
Manuela Sanguinetti, Alessandra Perniciano, Luca Zedda +3
This work explores using Large Language Models (LLMs) to translate user preferences into energy optimization constraints for home appliances. We describe a task where natural langu…
Exploring Few-Shot Object Detection on Blood Smear Images: A Case Study of Leukocytes and Schistocytes
Davide Antonio Mura, Michela Pinna, Lorenzo Putzu +4
The detection of blood disorders often hinges upon the quantification of specific blood cell types. Variations in cell counts may indicate the presence of pathological conditions.…
A Comparative Analysis of Image Descriptors for Histopathological Classification of Gastric Cancer
Marco Usai, Andrea Loddo, Alessandra Perniciano +2
Gastric cancer ranks as the fifth most common and fourth most lethal cancer globally, with a dismal 5-year survival rate of approximately 20%. Despite extensive research on its pat…
A Cost-Sensitive Meta-Learning Strategy for Fair Provider Exposure in Recommendation
Ludovico Boratto, Giulia Cerniglia, Mirko Marras +2
When devising recommendation services, it is important to account for the interests of all content providers, encompassing not only newcomers but also minority demographic groups.…