33 citations · 71 across the 29 of their papers we have counts for
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cs.LG2026
Counterfactual Fairness with Graph Uncertainty
Davi Valério, Chrysoula Zerva, Mariana Pinto +2
Evaluating machine learning (ML) model bias is key to building trustworthy and robust ML systems. Counterfactual Fairness (CF) audits allow the measurement of bias of ML models wit…
cs.LG2023★ 2 cited
Non-Exchangeable Conformal Risk Control
António Farinhas, Chrysoula Zerva, Dennis Ulmer +1
Split conformal prediction has recently sparked great interest due to its ability to provide formally guaranteed uncertainty sets or intervals for predictions made by black-box neu…