ADIA Lab “Explainable AI” Summer School 2025 Agenda
Week 1
| Monday, May 19 | Tuesday, May 20 | Wednesday, May 21 | Thursday, May 22 | Friday, May 23 | |
|---|---|---|---|---|---|
| Morning | Topic: Introduction to Explainable AI (xAI) – Foundations, Principles & Ethics | Topic: Reasoning Language Models | Topic: Methods for Explainability: Causal Reasoning | Topic: The role of explainable AI in the context of the European AI Act + Case Study: xAI and Autonomous Vehicles | Topic: xAI & Economic Agent-Based Models |
| Lunch | |||||
| Afternoon | Introduction to group projects | Work on group projects | Topic: Interpretable Machine Learning Models | Work on group projects | Work on group projects |
| Evening | Welcome Dinner | Alhambra Tour | |||
Week 2
| Monday, May 26 | Tuesday, May 27 | Wednesday, May 28 | Thursday, May 29 | Friday, May 30 | |
|---|---|---|---|---|---|
| Morning | Topic: Rethinking AI: Reasoning, Language and Explainability | Topic: AI Regulations & Governance | Topic: Visualization Techniques for Explainability | Topic: Human-Centered Explainability | Topic: Group project presentations & awards |
| Lunch | |||||
| Afternoon | Workshop: xAI for Finance and Risk Assessment | Work on group projects | Workshop: Explainability in Natural Language Processing | Work on group projects | Departure |
| Evening | Flamenco Night | Farewell Dinner | |||
Monday, May 19
Topic: Introduction to Explainable AI (xAI) – Foundations, Principles & Ethics
Introduction to group projects
Welcome Dinner
Tuesday, May 20
Topic: Reasoning Language Models
Work on group projects
Wednesday, May 21
Topic: Methods for Explainability: Causal Reasoning
Topic: Interpretable Machine Learning Models
Thursday, May 22
Topic: The role of explainable AI in the context of the European AI Act + Case Study: xAI and Autonomous Vehicles
Work on group projects
Alhambra Tour
Friday, May 23
Topic: xAI & Economic Agent-Based Models
Work on group projects
Monday, May 26
Topic: Rethinking AI: Reasoning, Language and Explainability
Workshop: xAI for Finance and Risk Assessment
Flamenco Night
Tuesday, May 27
Topic: AI Regulations & Governance
Work on group projects
Wednesday, May 28
Topic: Visualization Techniques for Explainability
Workshop: Explainability in Natural Language Processing
Thursday, May 29
Topic: Human-Centered Explainability
Work on group projects
Farewell Dinner
Friday, May 30
Topic: Group project presentations & awards
Departure