398 citations
- University of ZurichCH150 papers
- ETH ZurichCH38 papers
- Centre National de la Recherche ScientifiqueFR16 papers
- University of BernCH16 papers
- University of GenevaCH16 papers
- University of CambridgeGB10 papers
- University Hospital ZurichCH9 papers
- École Polytechnique Fédérale de LausanneCH8 papers
- Institute for Biomedical EngineeringCH8 papers
- Sorbonne UniversitéFR8 papers
- University of OxfordGB8 papers
- Institute of AstronomyRU7 papers
261 papers
A Multimodal RGB and Events Dataset for Hand Detection in First-Person View
Bharghav Kota, Yulia Sandamirskaya
Existing hand detection algorithms work on images and the detection rate is restricted by the frame rate of the camera. In hand detection applications for moving robotic systems, c…
Relocate and Emulate: Re-Hosting Android's Application Layer
Thomas Sutter, Timo Kehrer, Bernhard Tellenbach +1
Dynamic analysis of Android's application layer typically relies on physical devices, limiting scalability and reproducibility. To compensate, we introduce a systematic re-hosting…
Fairness vs Performance: Characterizing the Pareto Frontier of Algorithmic Decision Systems
Mieke Wilms, Christoph Heitz
Designing fair algorithmic decision systems requires balancing model performance with fairness toward affected individuals: More fairness might require sacrificing some performance…
Fixation Sequences as Time Series: A Topological Approach to Dyslexia Detection
Marius Huber, David R. Reich, Lena A. Jäger
Persistent homology, a method from topological data analysis, extracts robust, multi-scale features from data. It produces stable representations of time series by applying varying…
Towards Reproducible Test Annotation for Cyber-Physical Energy Systems using Ontology-driven Dataspaces
Kai Heussen, Jawad Kazmi, Narges Mehran +3
Reproducibility, traceability, and transparency in testing cyber-physical energy systems are crucial for scientific advancement and cross-laboratory collaboration. Current experime…
First-See-Then-Design: A Multi-Stakeholder View for Optimal Performance-Fairness Trade-Offs
Kavya Gupta, Nektarios Kalampalikis, Christoph Heitz +1
Fairness in algorithmic decision-making is often defined in the predictive space, where predictive performance - used as a proxy for decision-maker (DM) utility - is traded off aga…