cv
Basics
| Name | Fabian Fumagalli |
| Label | Researcher in Explainable AI & Game Theory |
| Url | https://fabianfumagalli.com |
Work
-
2025.10 - 2026.03 -
2025.08 - 2025.09 -
2021.11 - 2025.08 -
2018.10 - 2021.10 SAS & Data Science Consultant
Positive Thinking Company (former mayato)
Consulting International Clients in Banking and Insurance
-
2017.10 - 2018.09 -
2017.01 - 2017.06 Data Scientist & Machine Learning Engineer
Munich Re
Machine Learning Solutions for Health Insurance
-
2014.10 - 2016.09 -
2014.08 - 2014.09
Volunteer
-
2011.11 - 2016.08 Berlin Germany
Voluntary Trainer & Coordinator
TuSLi Berlin (Table Tennis)
Leading Training Sessions, Coaching Competitions & Organization
- Acquired DOSB Licence C
Academia
| Workshop Organization | |
| ECML PKDD 2023 DynXAI: Explainable Artificial Intelligence from Static to Dynamic | |
| ECML PKDD 2024 TempXAI: Explainable AI for Time Series and Data Streams Tutorial-Workshop |
| Reviewer | |
| AISTATS 2026 | |
| ICLR 2026 | |
| NeurIPS 2025 | |
| ICML 2025 | |
| NeurIPS 2024 | |
| ICLR 2025 | |
| AISTATS 2025 | |
| AAAI 2025 | |
| ICML 2024 | |
| NeurIPS 2024 | |
| ESANN 2024 | |
| Machine Learning Journal | |
| Data Mining and Knowledge Discovery Journal |
| Invited Events | |
| Dagstuhl Seminar 23122 - Deep Continual Learning |
Education
-
2021.11 - 2025.08 Bielefeld, Germany
-
2016.08 - 2016.12 Trondheim, Norway
-
2015.10 - 2018.10 Berlin, Germany
MSc.
Technische Universität Berlin, Berlin, Germany
Mathematics
- Stochastics & Financial Mathematics
- Mathematical Deep Learning
-
2012.10 - 2015.11 Berlin, Germany
Awards
- 2023
Best Paper Award
World Conference on eXplainable Artificial Intelligence (xAI 2023)
iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios
- 2023
Best Paper in Journal Track
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2023)
Incremental Permutation Feature Importance (iPFI): Towards Online Explanations on Data Streams
- 2025
Top Reviewer
Neural Information Processing Systems (NeurIPS 2025)
- 2024
Top Reviewer
Neural Information Processing Systems (NeurIPS 2024)
- 2024
Best Reviewer
International Conference on Machine Learning (ICML 2024)
Certificates
| SAS Viya Machine Learning Specialist | ||
| SAS Institute | 2020 |
| SAS Certified Visual Business Analyst | ||
| SAS Institute | 2018 |
| SAS Certified Base Programmer | ||
| SAS Institute | 2018 |
Skills
| Python | |
| torch | |
| scikit-learn | |
| numpy | |
| pandas | |
| scipy | |
| matplotlib |
| Other Programming | |
| SQL | |
| SAS Base | |
| JavaScript |
Languages
| German | |
| Native speaker |
| English | |
| Fluent |
| Italian | |
| Elementary |
Interests
| Music & Guitar |
| Hiking & Skiing |
| Finance |
| Sustainability |
References
| Prof. Barbara Hammer | |
| Bielefeld University |
| Prof. Eyke Hüllermeier | |
| LMU Munich |
Projects
- 2023.11 - Present
shapiq
Shapley interactions for Machine Learning & Extension of shap
- Feature Interactions
- Shapley Interactions
- Game Theory for Machine Learning