Per Year

29 talks / 2022

2022

On the role of abductive reasoning in semantic image segmentation (talk, AIxIA 2022) — Andrea Rafanelli (Andrea Rafanelli, Stefania Costantini, Andrea Omicini)
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems (talk, AIxIA 2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
Symbolic Knowledge Injection via PSyKI. A Tutorial (tutorial, PRIMA 2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini)
Symbolic Knowledge Extraction via PSyKE. A Tutorial (tutorial, PRIMA 2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Federico Sabbatini)
Kick-off meeting – Project Introduction (project, AEQUITAS Kick-off Meeting) — Roberta Calegari (Roberta Calegari)
Legal reasoning: argumentation and explanation (other sort, Last-JD Board) — Giuseppe Pisano (Giuseppe Pisano)
Tackling Bias and Unfairness in AI (talk, Responsible AI Conference 2022 (R.AI 2022)) — Roberta Calegari (Roberta Calegari)
Panel: Tackling Bias and Unfairness in AI (panel, Responsible AI Conference 2022 (R.AI 2022)) — Roberta Calegari (Roberta Calegari)
Dive into Symbolic Knowledge Extraction & Injection: gentle introduction and technologies (seminar, KDD Lab reading group 2022, University of Pisa) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto)
Arguing about the existence of conflicts (talk, COMMA 2022) — Giuseppe Pisano (Giuseppe Pisano, Roberta Calegari, Giovanni Sartor, Henry Prakken)
Explainable Pervasive Intelligence with Self-explaining Agents (invited, PICom 2022) — Andrea Omicini (Andrea Omicini)
Computational argumentation and symbolic reasoning for explainable (talk, 1st International Workshop on Argumentation for eXplainable AI (ArgXAI)) — Roberta Calegari (Roberta Calegari)
Towards Quality-of-Service Metrics for Symbolic Knowledge Injection (talk, WOA 2022) — Andrea Rafanelli (Andrea Agiollo, Andrea Rafanelli, Andrea Omicini)
A view to a KILL: Knowledge Injection via Lambda Layer (talk, WOA 2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (talk, WOA 2022) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO (talk, KR 2022) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
GNN2GNN: Graph Neural Networks to Generate Neural Networks (talk, UAI 2022) — Andrea Agiollo (Andrea Agiollo, Andrea Omicini)
GNN2GNN: Graph Neural Networks to Generate Neural Networks (poster, UAI 2022) — Andrea Agiollo (Andrea Agiollo, Andrea Omicini)
Logic Programming library for Machine Learning: API design and prototype (talk, CILC 2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Castiglio, Roberta Calegari)
Clustering-Based Approaches for Symbolic Knowledge Extraction (talk, KR 2022 – ML Session@KR 2022) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
Grounding Trustworthy AI: from high-level principles to technical requirements (talk, IJCAI-ECAI 22) — Roberta Calegari (Roberta Calegari, Michela Milano, Catelijne Muller)
Human-centric AutoML via Argumentation (seminar, ICR Seminars) — Giuseppe Pisano (Giuseppe Pisano, Joseph Giovanelli)
KINS: Knowledge Injection via Network Structuring (talk, CILC 2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
SKI: Symbolic Knowledge Injection, state of the art and research perspectives (project, EXPECTATION Meeting) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
Overcoming human bias – Sex and gender in research on artificial intelligence (talk, European Research Area (ERA) Workshop) — Roberta Calegari (Roberta Calegari)
On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors (talk, EXTRAAMAS 2022@AAMAS 2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
Semantic Web-based Interoperability for Intelligent Agents with PSyKE (talk, EXTRAAMAS 2022@AAMAS 2022) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Andrea Omicini)
On the Integration of Symbolic and Sub-symbolic – Explaining by Design (seminar, Italian National PhD Program in Artificial Intelligence) — Andrea Omicini (Andrea Omicini, Roberta Calegari, Giovanni Ciatto)
Legal reasoning: argumentation and explanation (other sort, Last-JD Board) — Giuseppe Pisano (Giuseppe Pisano)

29 talks / 2022 • top • index • bottom

talks / 2022 / personal

Andrea Agiollo • Roberta Calegari • Giovanni Ciatto • Cristian Cosci • Enrico Denti • Matteo Magnini • Sara Montagna • Andrea Omicini • Giuseppe Pisano • Andrea Rafanelli • Federico Sabbatini