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cs.LG2025★ 1 cited
Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports
Carlos Caminha, Maria de Lourdes M. Silva, Iago C. Chaves +3
Computer manufacturers offer platforms for users to describe device faults using textual reports such as "My screen is flickering". Identifying the faulty component from the report…
cs.LG2025
Differentially Private Selection using Smooth Sensitivity
Iago Chaves, Victor Farias, Amanda Perez +2
Differentially private selection mechanisms offer strong privacy guarantees for queries aiming to identify the top-scoring element r from a finite set R, based on a dataset-depende…