143 citations · 149 across the 3 of their papers we have counts for
3 papers
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…
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…
Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data
Marcus Rohrbach, Anna Rohrbach, Michaela Regneri +4
Activity recognition has shown impressive progress in recent years. However, the challenges of detecting fine-grained activities and understanding how they are combined into compos…