Search Results - "Papanikou, Vasiliki"

FGCE: Feasible Group Counterfactual Explanations for Auditing Fairness by Fragkathoulas, Christos, Papanikou, Vasiliki, Pitoura, Evaggelia, Terzi, Evimaria

“…This paper introduces the first graph-based framework for generating group counterfactual explanations to audit model fairness, a crucial aspect of trustworthy…”
Get full text

On Explaining Unfairness: An Overview by Fragkathoulas, Christos, Papanikou, Vasiliki, Karidi, Danae Pla, Pitoura, Evaggelia

“…Algorithmic fairness and explainability are foundational elements for achieving responsible AI. In this paper, we focus on their interplay, a research area…”
Get full text

Health Misinformation in Social Networks: A Survey of IT Approaches by Papanikou, Vasiliki, Papadakos, Panagiotis, Karamanidou, Theodora, Stavropoulos, Thanos G, Pitoura, Evaggelia, Tsaparas, Panayiotis

“…In this paper, we present a comprehensive survey on the pervasive issue of medical misinformation in social networks from the perspective of information…”
Get full text

On Explaining Unfairness: An Overview by Fragkathoulas, Christos, Papanikou, Vasiliki, Karidi, Danae Pla, Pitoura, Evaggelia

“…Algorithmic fairness and explainability are foundational elements for achieving responsible AI. In this paper, we focus on their interplay, a research area…”
Get full text