2 papers
cs.LG2019
Computing the Value of Data: Towards Applied Data Minimalism
Michaela Regneri, Julia S. Georgi, Jurij Kost +2
We present an approach to compute the monetary value of individual data points, in context of an automated decision system. The proposed method enables us to explore and implement…
cs.LG2018
Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning
Michaela Regneri, Malte Hoffmann, Jurij Kost +3
Predictive geometric models deliver excellent results for many Machine Learning use cases. Despite their undoubted performance, neural predictive algorithms can show unexpected deg…