Info Support
Master’s thesis in Data & AI: Testing the Explanations of Explainable AI
Create an AutoML-like solution that picks the most interpretable model from a range of possible good enough models.
Required interest(s)
What do you get
What you will do
Explainable machine learning and artificial intelligence models have been used to justify a model’s decision-making process. This added transparency aims to help improve user performance and understanding of the underlying model. However, in practice, explainable systems face many open questions and challenges.
Model agnostic explanations are more approximations. In general there are two kinds of explanations: global and local explanations. For the latter, there’s the possibility that the explanation is off, because it only looks at the local inference. It’s possible that for opposite inference, we get exactly the same explanations. To get proper explanations we’ll need to be able to test them. Are the explanations sensible to business experts and aren’t there any same explanations for opposite outcomes? And do we know when explanations will change?
About Info Support Research Center
We anticipate on upcoming and future challenges and ensures our engineers develop cutting-edge solutions based on the latest scientific insights. Our research community proactively tackles emerging technologies. We do this in cooperation with renowned scientists, making sure that research teams are positioned and embedded throughout our organisation and our community, so that their insights are directly applied to our business. We truly believe in sharing knowledge, so we want to do this without any restrictions.
Read more about Info Support Research .
What does Info Support offer you during your graduation period?
Of course, we offer you an excellent package of graduation conditions with various options. These include:
During your graduation internship, you will be included in one of our business units and in our Research Center. This will give you a good understanding of the developments within our projects and our research projects.
In addition, Info Support offers you:
About Info Support
Info Support specializes in custom software, data/AI solutions, management, and training and is active in the Finance, Industry, Agriculture, Food & Retail, Mobility & Public, and Healthcare sectors. We provide solid and innovative solutions for complex and critical software issues. Our headquarters are located in Veenendaal (NL) and Mechelen (BE). At present, approximately 500 employees are employed by Info Support.
Info Support’s working method is characterized by a number of core values: solidity, integrity, craftsmanship, and passion. These core values are intertwined in our work and the way we interact with each other. This year, we were also named a Top Employer in the Netherlands!
To ensure that all employees are always up to date with the latest developments, Info Support has an in-house knowledge center that eagerly satisfies the hunger for more or different knowledge and skills.
B2 language proficiency in Dutch is required.
Procedures
Kennismakingsgesprek
Na je sollicitatie plannen we iets in en bespreken je (studie) loopbaan, interesses en ambities. We vertellen je over Info Support en jij kan al je vragen stellen.
Assessment
Gaan we verder? Dan doe je een assessment van je professionele kennis en persoonlijkheid (capaciteit, competenties en motieven).
Selectie interview
Vervolgens plannen we een selectie interview waarin we dieper ingaan op je professionele kennis en je persoonlijkheid.
De ondertekening van een contract
Verloopt alles positief dan ontvang je een contractaanbieding. Zijn we het eens? Dan starten we de pre-employment screening en nodigen we je uit voor de tekenmomenten.
Ontmoet Info Supporters
