research
∙
09/18/2023
How to Data in Datathons
The rise of datathons, also known as data or data science hackathons, ha...
share
research
∙
07/07/2023
AI and the EU Digital Markets Act: Addressing the Risks of Bigness in Generative AI
As AI technology advances rapidly, concerns over the risks of bigness in...
research
∙
03/17/2023
The Role of Large Language Models in the Recognition of Territorial Sovereignty: An Analysis of the Construction of Legitimacy
We examine the potential impact of Large Language Models (LLM) on the re...
research
∙
03/14/2023
Explanation Shift: Investigating Interactions between Models and Shifting Data Distributions
As input data distributions evolve, the predictive performance of machin...
research
∙
03/14/2023
Demographic Parity Inspector: Fairness Audits via the Explanation Space
Even if deployed with the best intentions, machine learning methods can ...
research
∙
10/22/2022
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space
As input data distributions evolve, the predictive performance of machin...
research
∙
02/07/2022
Introducing explainable supervised machine learning into interactive feedback loops for statistical production system
Statistical production systems cover multiple steps from the collection,...
research
∙
01/27/2022
Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap
Monitoring machine learning models once they are deployed is challenging...
research
∙
01/27/2022
Fairness implications of encoding protected categorical attributes
Protected attributes are often presented as categorical features that ne...
research
∙
05/27/2021
