Events, tutorials, round tables, conferences, new resources and more...
November 27, 2025
"Explanations Go Linear" received nominations for Best Poster at ICDM 2025.
Awards
September 30, 2025
The ERC XAI project concludes with a flagship publication on Human-AI Coevolution in Artificial Intelligence journal.
General
September 14, 2025
Multiple papers on fairness, time-series explainability, and privacy presented at ECML-PKDD 2025 in Oporto.
Conference
June 20, 2025
Computational framework assessing privacy exposure of global and local explainers
Publication
June 09, 2025
XAI project at HHAI 2025 in Pisa.
May 15, 2025
Interpretable meta-encoding for post-hoc explainability of tabular data
January 15, 2025
Multi-perspective NLP systems research addressing human disagreement through soft labels
January 10, 2025
SafeGen method for privacy-preserving and fair synthetic data generation
November 15, 2024
FairParTree algorithm for fairness-aware interpretable clustering
October 30, 2024
BORF method for interpretable time series classification
September 25, 2024
Practical causal inference framework for temporal stochastic processes
July 15, 2024
XAI 2.0 manifesto identifying 27 open challenges in explainable AI
Jul 5-6, 2024
engage with our XAI framework to improve the transparency and trustworthiness of AI models
Hackathon
June 15, 2024
Exploring LLM capabilities for natural language explanations of decision trees
June 10, 2024
Advanced pipeline for reliable local explanations in healthcare decision support
May 31, 2024, Geneva
Explainable AI in the era of Large Language Models
Workshop
May 24, 2024
Andrea Pugnanga PhD thesis defense
PHD Thesis
May 20, 2024
Systematic review mapping ethical considerations in XAI research
Apr 18, 2024
Declarative, interactive explanations for decision trees
April 15, 2024
Comprehensive survey and benchmark of counterfactual explanation methods
Survey
Dec 14, 2023
An integrated library for explanation methods developed by the ERC Xai Project
Resource
Dec 05, 2023
TEDx talk by Fosca Giannotti in Cremona, Italy
Talk
March 10, 2023
Recruitment of 2 fixed terms researcher, to join the XAI team in Pisa, Italy
Call
March 4, 2023
AAAI 2023: Doctoral Consortium Track - Andrea Pugnana
PHD Research
December 22, 2022
A two-year PostDoc position open, to join the XAI team in Pisa, Italy
December 4, 2022
Open positions for a research fellow on Explainable Artificial Intelligence in Pisa
November 30, 2022
New paper on the benchmark analysis of local explanation methods is on arxiv
New paper
November 28 - December 2, 2022
The workshop is co-located with AIxIA 2022 - Udine, Italy
November 23, 2022
Andrea Vestrucci seminar at Pisa
Seminar
November 14, 2022
Stable and actionable explanations of black-box models through factual and counterfactual rules
October 4, 2022. 1.00 pm
Towards Stronger Hybrid AI: Combining Extended Logic Programs with Natural Language and Machine Learning
September 22, 2022
Fosca Giannotti is invited speaker at ECML PKDD Conference in Grenoble with a talk about How to design trustworthy, explainable AI systems that team with humans for better high-stakes decision making.
Keynote
September 19th 2022
ECML PKDD International Workshop on eXplainable Knowledge Discovery in Data Mining
July 4th – 8th 2022
Organized by the Italian National PHD program in Artificial Intelligence, PhD-AI.it, it is dedicated to the PhD students of the “AI & Society” branch of PhD-AI.it
Summer School
June 27, 2022
A collaboration between Intesa San Paolo Bank and XAI Project to explain the reason for the banking business suggestions
Collaboration
June 13th 2022
The workshop aims at analyzing how the new regulation AI Act (AIA) will shape the AI technologies of the future.
May 3rd
Honorable mention award for the contribution: Understanding the Impact of Explanations on Advice-Taking: a User Study for AI-based Clinical Decision Support Systems
Award
15-16 March 2022 13:30 – 15:00 CET
Event organised by EU Commission to bring European AI Excellence & Trust approaches to the world
Forum
1 February 2022, at 16.00 CET.
Artificial Intelligence for Covid-19 prognosis: aiming at accuracy and explainability
Hackaton
28 January 2022, at 16.00 CET.
organized by LeADS (Legally Attentive Data Scientists) in collaboration with the Brussels Privacy Hub.
December 1-3 2021
The workshop is co-located with AIxIA 2021 - Milan, Italy
December 2021
The Fosca Giannotti's course on Explainable AI, within the Italian national Ph.D., starts
Course
November 29th 2021 - Florence
With a talk by Fosca Giannotti: "The road towards human-centred Artificial Intelligence
November 26th 2021
Lecture by Fosca Giannotti "Human Artificial Intelligence: where do we go from here?"
Lecture
October 26th - 28th 2021 - Rome
Data, artificial intelligence and fintech: time of value
October 11 2021
The advanced course on AI on Human Centered AI (Berlin and online)
October 7 2021
Fosca Giannotti is the main speaker at Panel 2 "Building trust through Explainable AI complying with the European AI regulation"
Panel discussion
September 23rd, 24th 2021
Giannotti will give an introductory talk on Trustworthy AI dimensions. Ruggieri will explain the perils of discrimination and the solutions ensuring fairness in AI
July 19 2021
Calls for admissions to the National PhD in Artificial Intelligence (PhD-AI.it) are now open!
Application
July 2021
A contribution by Giannotti and Pedreschi to the book created by CISV / Ong 2.0, AIxIA and the University of Bari, with the support of the Ministry for Foreign Affairs [Free to download]
Book
June 30 2021, 16:00-18:30 CET Online
A collective intelligence exercise towards shaping the research questions of Social AI, driven by societal challenges.
Roundtable
March 2 2021
Explainable Artificial Intelligence at Digital Futures
Speech
February 5 2021 - h 14:30
Fosca Giannotti: Explainable Machine Learning for Trustworthy AI
February 3 2021 - h 13:00
November 25-26th 2020
Italian Workshop on XAI with Dino Pedreschi as invited speaker
5 November 2020 h. 12.00- 13.00 CET
Falling walls foundation | Jean-Pierre Bourguignon, Edith Heard, Fosca Giannotti, Sabina Leonelli
30 October 2020 h. 11.00 CET
In this tutorial Riccardo shows how to employ existing explanation libraries on tabular datasets
Tutorial
6 September 2020, Trieste
Artificial Intelligence The ineluctable revolution, virtual session on“Artificial Intelligence: A blessing or a threat for society",
January 27-31th 2020
ACM SIGIR/SIGKDD Africa Summer School on Machine Learning for Data Mining and Search
October 29th 2019, Paris
Global Forum on AI for Humanity
Introducing the foundation themes of the project. Fosca Giannotti held a talk on the main challenges related to Trustworthy AI
September 5th 2019
Foundations of Trustworthy AI - Integrating Learning, Optimization and Reasoning
