Further information
Curriculum Vitae
Previous positions in the business sector:
- AXA Switzerland: various positions, including Head of Reinsurance Pricing, member of senior management
- Zurich Switzerland: Life Actuary
Field of research and / or teaching
Research areas
- Machine learning
Teaching areas
- Programming
- Data science
- Machine learning
- Financial accounting
Field of work
Projects
Publications
Schanbacher, Peter
2025 | |||
| Niko Kauz, Peter Schanbacher | Development of Medical Databases using Large Language Models | Computational Science and Computational Intelligence : 11th International Conference, CSCI 2024, Las Vegas, NV, USA, December 11–13, 2024, Proceedings, Part VII, pp. 42-50, 2025 | BibTeX | RIS | DOI |
2024 | |||
| Jonathan Bodenheimer, Peter Schanbacher | Die Wirksamkeit des Case Managements in der beruflichen Reintegration : Eine Studie anstelle von Mutmassungen | Case Management, 20.2024(1), pp. 8-12, 2024 | BibTeX | RIS |
| Holger Ziekow, Peter Schanbacher, Valentin Göttisheim | Explain Yourself : Expanding and optimizing models to enable fast Shapley value approximations | Explainability 2024 : The First International Conference on Systems Explainability, November 17th - 21th, 2024, Valencia, Spain, pp. 5-10, 2024 | BibTeX | RIS |
| Valentin Göttisheim, Holger Ziekow, Peter Schanbacher, Djaffar Ould-Abdeslam | Regional Feature Importance for Error Analysis in Manufacturing | International Journal on Advances in Software, 17.2024(1 & 2), pp. 100-115, 2024 | BibTeX | RIS |
| Ja B. Hong, Heike Israel-Willner, Andreas Peikert, Peter Schanbacher, Viola Tozzi, Monika Köchling, Uwe Reuter, Bianca Raffaelli | Therapeutic patterns and migraine disease burden in switchers of CGRP-targeted monoclonal antibodies – insights from the German NeuroTransData registry | The Journal of Headache and Pain, Vol.25.2024, 2024 | BibTeX | RIS | DOI | URN |
2023 | |||
| Valentin Göttisheim, Holger Ziekow, Peter Schanbacher, Oliver Taminé, Jochen Baier, Djaffar Ould-Abdeslam | Exploring the Potential of Synthetic Data for Bike Path Surface Classification using Diffusion Models | Upper Rhine Artificial Intelligence Symposium 2023 : AI for Time Series, Robotics and Beyond, 16-17 November 2023, Mulhouse, Frankreich, pp. 198-201, 2023 | BibTeX | RIS |
| Peter Schanbacher, Jana Jarecki, Stefan Braune, Arnfin Bergmann, Philip van Hövell | The Time Course of Psychological and Neurological Variables in Multiple Scleroris : Insights from a 24-month Real-world Data Collection during Escalation Therapy | Multiple Sclerosis Journal, 29.2023(3, Suppl.), p. 1001, 2023 | BibTeX | RIS | DOI |
| Holger Ziekow, Peter Schanbacher | XAI for Semantic Dependency : How to understand the impact of higher-level concepts on AI results | DATA ANALYTICS 2023 : The Twelfth International Conference on Data Analytics, September 25 - 29, 2023, Porto, Portugal, 2023 | BibTeX | RIS |
2021 | |||
| Monika Frey-Luxemburger, Thomas Marx, Peter Schanbacher, Ulf Schreier, Holger Ziekow | Die klugen Rechner aus Furtwangen | Kalkül – Recht, Steuern & Finanzen : das Wirtschaftsmagazin für die Ortenau, 19.2021(1), pp. 26-29, 2021 | BibTeX | RIS |
| Matthias Draheim, Peter Schanbacher, Ruben Seiberlich | On the effectiveness of case management for people with disabilities | Journal for Labour Market Research, Vol.55.2021, 2021 | BibTeX | RIS | DOI | URN |
2016 | |||
| Peter Schanbacher | Averaging Across Asset Allocation Models | Jahrbücher für Nationalökonomie und Statistik, 235.2016(1), pp. 61-81, 2016 | BibTeX | RIS | DOI |
2014 | |||
| Peter Schanbacher | Combining Portfolio Models | Annals of Economics and Finance, 15.2014(2), pp. 433-455, 2014 | BibTeX | RIS |
| Peter Schanbacher | Measuring and adjusting for overconfidence | Decisions in Economics and Finance, 37.2014(2), pp. 423-452, 2014 | BibTeX | RIS | DOI |
| Steffen Schaarschmidt, Peter Schanbacher | Minimax : Portfolio Choice Based on Pessimistic Decision Making | International Journal of Economics and Finance, 6.2014(8), pp. 23-40, 2014 | BibTeX | RIS | DOI |
2013 | |||
| Peter Schanbacher | Four Essays on Robustification of Portfolio Models | Doctoral thesis, 2013 | BibTeX | RIS | URN |
| Peter Schanbacher | Is the log score in line with forecasters’ preferences? | International Journal of Applied Decision Sciences, 6.2013(4), pp. 406-430, 2013 | BibTeX | RIS | DOI |
| Peter Schanbacher | Why Uninformed Agents (Pretend to) Know More | International Journal of Strategic Decision Sciences, 4.2013(3), pp. 32-53, 2013 | BibTeX | RIS | DOI |