4 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 2 cited
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★ 4 cited
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…