88 citations
- Leipzig UniversityDE36 papers
- Center for Scalable Data Analytics and Artificial IntelligenceDE7 papers
- Ferdowsi University of MashhadIR5 papers
- Lomonosov Moscow State UniversityRU5 papers
- Max Planck Institute for Mathematics in the SciencesDE4 papers
- Farhangian UniversityIR3 papers
- Max Planck Institute for MathematicsDE3 papers
- Universität HamburgDE3 papers
- Delft University of TechnologyNL2 papers
- Helmholtz Centre for Environmental ResearchDE2 papers
- Lancaster UniversityGB2 papers
- Parc Científic de la Universitat de ValènciaES2 papers
4 papers · 1 filter
Sensitivity analysis of image classification models using generalized polynomial chaos
Lukas Bahr, Lucas Poßner, Konstantin Weise +2
Integrating advanced communication protocols in production has accelerated the adoption of data-driven predictive quality methods, notably machine learning (ML) models. However, ML…
Federated Learning With Individualized Privacy Through Client Sampling
Lucas Lange, Ole Borchardt, Erhard Rahm
With growing concerns about user data collection, individualized privacy has emerged as a promising solution to balance protection and utility by accounting for diverse user privac…
Graph-based Active Learning for Entity Cluster Repair
Victor Christen, Daniel Obraczka, Marvin Hofer +2
Cluster repair methods aim to determine errors in clusters and modify them so that each cluster consists of records representing the same entity. Current cluster repair methodologi…
A Bayesian Model of node interaction in networks
Ingmar Schuster
We are concerned with modeling the strength of links in networks by taking into account how often those links are used. Link usage is a strong indicator of how closely two nodes ar…