tag : symbolic vs. subsymbolic
14
talk
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) 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 via PSyKE. A Tutorial (PRIMA 2022, 16/11/2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Federico Sabbatini) Symbolic Knowledge Injection via PSyKI. A Tutorial (PRIMA 2022, 16/11/2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini) Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (WOA 2022, 01/09/2022) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini) SKI: Symbolic Knowledge Injection, state of the art and research perspectives (EXPECTATION Meeting, 09/06/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini) On the Integration of Symbolic and Sub-symbolic – Explaining by Design (Italian National PhD Program in Artificial Intelligence, 10/02/2022) — Andrea Omicini (Andrea Omicini, Roberta Calegari, Giovanni Ciatto) On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (WOA 2021, 01/09/2021) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini) Not just for humans: Explanation for agent-to-agent communication (AIxIA 2020, 27/11/2020) — Andrea Omicini (Andrea Omicini) Neuro-symbolic Computation for XAI: Towards a Unified Model (WOA 2020, 15/09/2020) — Giuseppe Pisano (Giovanni Ciatto, Giuseppe Pisano, Roberta Calegari, Andrea Omicini) Computable Law as Argumentation-based MAS (WOA 2020, 14/09/2020) — Roberta Calegari (Andrea Omicini, Giovanni Sartor, Roberta Calegari) Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI (WOA 2019, 28/06/2019) — Roberta Calegari (Andrea Omicini, Giovanni Ciatto, Jason Dellaluce, Roberta Calegari)