Do you want to work on original new machine learning theory with a positive impact? The stochastics group of the Korteweg-de Vries Institute for Mathematics at the University of Amsterdam is inviting applications for a two-year Postdoctoral position in mathematical machine learning. The position is part of the research project “Mathematical Foundations for Explainable AI”, funded by the Dutch research council (NWO). You will be part of a team with two PhD students, supervised by Dr. Tim van Erven.
Do you want to work on original new machine learning theory with a positive impact? The stochastics group of the Korteweg-de Vries Institute for Mathematics at the University of Amsterdam is inviting applications for a two-year Postdoctoral position in mathematical machine learning. The position is part of the research project “Mathematical Foundations for Explainable AI”, funded by the Dutch research council (NWO). You will be part of a team with two PhD students, supervised by Dr. Tim van Erven.
Explainable AI (XAI) is a hot topic in machine learning to provide insights into the decisions of complicated machine learning models. For instance, why does a machine learning model predict that it is unsafe to discharge a certain patient from the intensive care? Or which characteristics make a machine learning model flag a certain bank transfer as potential money laundering? But XAI has received heavy criticism, because of exaggerated claims, lack of methodological rigor, and unreliability. More fundamentally, there is no agreement on central issues: What is a good explanation? When can we trust explanations? The aim of this project is to address these issues by developing mathematical foundations for XAI, and proving performance guarantees for new explanation methods using the same standards as in other parts of machine learning theory. As a postdoctoral researcher, you will be collaborating closely with the PhD students and Tim van Erven, as well as developing your own research initiatives and (inter)national network.
Tasks and responsibilities:
We are looking for an enthusiastic and driven candidate who meets the following requirements:
Your experience and profile:
Good programming skills are a plus, as is prior knowledge of explainable AI.
We offer a temporary employment contract for 38 hours per week for a period of 24 months with a probationary period of one months. The preferred starting date is flexible between September 1, 2025 and September 1, 2026. The gross monthly salary, based on 38 hours per week and dependent on relevant experience, ranges between € 3,378 to € 5,331 (scale 10) . In addition, you will receive an 8% holiday allowance and 8,3% year-end allowance. A favourable tax agreement, the ‘30% ruling’, may apply to non-Dutch applicants. The Collective Labour Agreement of Universities of the Netherlands is applicable.
Explainable AI (XAI) is a hot topic in machine learning to provide insights into the decisions of complicated machine learning models. For instance, why does a machine learning model predict that it is unsafe to discharge a certain patient from the intensive care? Or which characteristics make a machine learning model flag a certain bank transfer as potential money laundering? But XAI has received heavy criticism, because of exaggerated claims, lack of methodological rigor, and unreliability. More fundamentally, there is no agreement on central issues: What is a good explanation? When can we trust explanations? The aim of this project is to address these issues by developing mathematical foundations for XAI, and proving performance guarantees for new explanation methods using the same standards as in other parts of machine learning theory. As a postdoctoral researcher, you will be collaborating closely with the PhD students and Tim van Erven, as well as developing your own research initiatives and (inter)national network.
Tasks and responsibilities:
We are looking for an enthusiastic and driven candidate who meets the following requirements:
Your experience and profile:
Good programming skills are a plus, as is prior knowledge of explainable AI.
We offer a temporary employment contract for 38 hours per week for a period of 24 months with a probationary period of one months. The preferred starting date is flexible between September 1, 2025 and September 1, 2026. The gross monthly salary, based on 38 hours per week and dependent on relevant experience, ranges between € 3,378 to € 5,331 (scale 10) . In addition, you will receive an 8% holiday allowance and 8,3% year-end allowance. A favourable tax agreement, the ‘30% ruling’, may apply to non-Dutch applicants. The Collective Labour Agreement of Universities of the Netherlands is applicable.
The Faculty of Science has a student body of around 8,000, as well as 1,800 members of staff working in education, research or support services. Researchers and students at the Faculty of Science are fascinated by every aspect of how the world works, be it elementary particles, the birth of the universe or the functioning of the brain.
The Korteweg-de Vries Instituut voor Wiskunde (KdV Institute) is the mathematical research institute of the Faculty of Science of the Universiteit van Amsterdam. The KdV Institute offers a stimulating scientific environment in which research focuses mainly within the research programmes (1) Algebra, Geometry and Mathematical Physics, (2) Pure, Applied and Numerical Analysis, and (3) Stochastics and (4) Discrete Mathematics and Quantum Information. It also provides the lecturers and instructors for the mathematics teaching within the Science Faculty. The KdV Institute participates in the NWO research clusters GQT, STAR, NDNS+ and DIAMANT and in the Gravity programme NETWORKS. There is formal (and informal) cooperation with the Centrum Wiskunde & Informatica (CWI), the VU University, and with Eurandom in Eindhoven. KdVI counts about 40 staff members and 50 postdocs and PhD students.
The Faculty of Science has a student body of around 8,000, as well as 1,800 members of staff working in education, research or support services. Researchers and students at the Faculty of Science are fascinated by every aspect of how the world works, be it elementary particles, the birth of the universe or the functioning of the brain.
The Korteweg-de Vries Instituut voor Wiskunde (KdV Institute) is the mathematical research institute of the Faculty of Science of the Universiteit van Amsterdam. The KdV Institute offers a stimulating scientific environment in which research focuses mainly within the research programmes (1) Algebra, Geometry and Mathematical Physics, (2) Pure, Applied and Numerical Analysis, and (3) Stochastics and (4) Discrete Mathematics and Quantum Information. It also provides the lecturers and instructors for the mathematics teaching within the Science Faculty. The KdV Institute participates in the NWO research clusters GQT, STAR, NDNS+ and DIAMANT and in the Gravity programme NETWORKS. There is formal (and informal) cooperation with the Centrum Wiskunde & Informatica (CWI), the VU University, and with Eurandom in Eindhoven. KdVI counts about 40 staff members and 50 postdocs and PhD students.
If you feel the profile fits you, and you are interested in the position, we look forward to receiving your application. You can apply online via the button below. We accept applications until and including June 2, 2025. For informal inquiries, please contact:
Applications should include the following information (all files besides your cv should be submitted in one single pdf file):
A knowledge security check can be part of the selection procedure (for details: national knowledge security guidelines). Tentative application process:
Only complete applications received within the response period via the link below will be considered.
If you feel the profile fits you, and you are interested in the position, we look forward to receiving your application. You can apply online via the button below. We accept applications until and including June 2, 2025. For informal inquiries, please contact:
Applications should include the following information (all files besides your cv should be submitted in one single pdf file):
A knowledge security check can be part of the selection procedure (for details: national knowledge security guidelines). Tentative application process:
Only complete applications received within the response period via the link below will be considered.
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