TRR 318 - Project C03: Interpretable machine learning: Explaining change
Project C03 centers on how to account for dynamic properties of an explanandum. Its target is to deliver a model that will explain a drift of data that a machine learning model undergoes over time as a result of nonstationary distributions and evolving training data. The project will go beyond a mere transfer of established methodology ...
Duration: 07/2021 - 12/2025
TRR 318 - Project C05: Creating explanations in collaborative human–machine knowledge exploration
Project C05 is concerned with developing the foundations of systems that interactively support users in exploring a decision domain to reach a decision that is explainable and accountable. The focus is on modeling the use of interventional and counterfactual inferences over domain knowledge in an explorative decision-making process. On this basis, ...
Duration: 07/2021 - 12/2025
TRR 318 - Project INF: Toward a framework for assessing explanation quality
The INF Project will establish an infrastructure for the individual projects by providing guidelines for annotation tools and data collection. The guidelines foster unified ways of data management and make it possible for the data from the individual projects to flow directly into analyses of what is a successful explanation. A further task of the ...
Duration: 07/2021 - 12/2025
TRR 318 - Project Ö: Questions about explainable technology
The public relations Project Ö will communicate the interdisciplinary research of the TRR to the public by focusing on the main idea of co-construction, namely the process in which the role of the explainee has changed from passive receiver of information to an active subject. In this vein, so called co-construction workshops (CCWS) will be ...
Duration: 07/2021 - 12/2025
TRR 318 - Project RTG: Integrated Research Training Group
The TRR can be considered as challenging because of its topicality and ambitious interdisciplinarity. The young researchers of this TRR will have to do excellent disciplinary as well as excellent interdisciplinary work while representing a topic dedicated to relevant societal discussions. The integrated research training group (RTG) aims to prepare ...
Duration: 07/2021 - 12/2025
PT symmetry and non-Hermitian physics in polariton condensates in semiconductor microcavities
Nicht-hermitesche physikalische Systeme erhalten immer mehr Aufmerksamtkeit, da sie viele einzigartige und unkonventionelle Eigenschaften zeigen. In Systemen, die durch einen nicht-hermiteschen Hamiltonoperator beschrieben werden, kann Parität-Zeit (PT) Symmetrie dazu führen, dass das System reelle Eigenenergieen aufweist; diese werden ...
Duration: 06/2021 - 12/2024
Krisen historischen Lernens am Beispiel bilingualen Geschichtsunterrichts
The aim of the Phd project is to examine processes of historical learning in bilingual history classes. The project focuses both on communication in history classrooms and on student’s and teacher’s perspectives on history classes. The research is therefore based on videography of history lessons and individual interviews.
Duration: 06/2021 - 03/2027
Direktverschraubung additiv gefertigter Kunststoffbauteile
Die Bedeutung der additiven Fertigung (AM) wächst stetig. Durch die werkzeuglose Fertigung ist diese für die Herstellungfunktionsnaher Prototypen unersetzbar. Zugleich befähigen die geometrischen Freiheiten die AM zur direktenUmsetzbarkeit von spannungs- und steifigkeitsoptimierten Geometrien sowie der Funktionsintegration. Durch die ...
Duration: 06/2021 - 08/2023
Tischruinen
In vielen künstlerischen Arbeiten der Gegenwartskunst erscheint der Tisch als Möbel, Modell oder Motiv. Der Tisch ist Anlass für regelmäßige Zusammentreffen, Treffpunkt sozialer Veranstaltungen, Träger von Dingen und Objekten und Fläche für Einschreibungen. Er strukturiert Handlungsabläufe und reglementiert soziale Ordnungen. Einen Großteil unserer ...
Duration: 05/2021 - 07/2021
Automatic transcription of conversation situations
Multi-talker conversational speech recognition is concerned with the transcription of audio recordings of formal meetings or informal get-togethers in machine-readable form using distant microphones. Current solutions are far from reaching human performance. The difficulty of the task can be attributed to three factors. First, the recording ...
Duration: 05/2021 - 12/2024