TAILOR

Info	Partners	Publications	Talks	Acknowledgement

Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents (WOA 2023, 08/11/2023) — Giovanni Ciatto (Federico Sabbatini, Roberta Calegari)
Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (ECAI-2023, 04/10/2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
Explainable Clustering with CREAM (KR 2023, 07/09/2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
XAI: Current Frontiers and the Path Ahead Towards Trustworthy AI (XLoKR 2023 - Explainable Logic-Based Knowledge Representation KR 2023, 02/09/2023) — Roberta Calegari (Roberta Calegari)
Assessing and Enforcing Fairness in the AI Lifecycle (Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), 23/08/2023) — Roberta Calegari (Roberta Calegari, Gabriel Gonzalez Castane, Michela Milano, Barry O'Sullivan)
Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors (EXTRAAMAS 2023 @ AAMAS 2023, 29/05/2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes (AAAI Spring Symposium 2023 – AITA: AI Trustworthiness Assessment, 27/03/2023) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO (KR 2022, 04/08/2022) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
Clustering-Based Approaches for Symbolic Knowledge Extraction (KR&ML@KR 2022, 31/07/2022) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
Grounding Trustworthy AI: from high-level principles to technical requirements (IJCAI-ECAI 22, 25/07/2022) — Roberta Calegari (Roberta Calegari, Michela Milano, Catelijne Muller)