16 citations
- Graz University of TechnologyAT6 papers
- Masaryk UniversityCZ3 papers
- Private Pädagogische Hochschule AugustinumAT3 papers
- University of GrazAT2 papers
- University of MonsBE2 papers
- Cambridge Quantum Computing (United Kingdom)GB1 paper
- Centre de Mathématiques Appliquées de l'École polytechniqueFR1 paper
- Centre de Recherche en Mathématiques de la DécisionFR1 paper
- Diakonhjemmet HospitalNO1 paper
- École PolytechniqueFR1 paper
- Istituto Nazionale di Fisica Nucleare, Sezione di TorinoIT1 paper
- Karolinska InstitutetSE1 paper
7 papers
Solving the enigma: Enhancing faithfulness and comprehensibility in explanations of deep networks
Michail Mamalakis, Antonios Mamalakis, Ingrid Agartz +4
The accelerated progress of artificial intelligence (AI) has popularized deep learning models across various domains, yet their inherent opacity poses challenges, particularly in c…
On the Meaning of Local Symmetries: Epistemic-Ontological Dialectics
Jordan François, Lucrezia Ravera
We propose our account of the meaning of local symmetries. We argue that the general covariance principle and gauge principle both are principles of democratic epistemic access to…
Dressing vs. Fixing: On How to Extract and Interpret Gauge-Invariant Content
Philipp Berghofer, Jordan François
There is solid consensus among physicists and philosophers that, in gauge field theory, for a quantity to be physically meaningful or real, it must be gauge-invariant. Yet, every "…
The dressing field method for diffeomorphisms: a relational framework
Jordan T. Francois Andre
The dressing field method is a tool to reduce gauge symmetries. Here we extend it to cover the case of diffeomorphisms. The resulting framework is a systematic scheme to produce Di…
Wasserstein medians: robustness, PDE characterization and numerics
Guillaume Carlier, Enis Chenchene, Katharina Eichinger
We investigate the notion of Wasserstein median as an alternative to the Wasserstein barycenter, which has become popular but may be sensitive to outliers. In terms of robustness t…
Boundary Element Analysis with trimmed NURBS and a generalized IGA approach
Gernot Beer, Benjamin Marussig, Jürgen Zechner +2
A novel approach to the simulation with the boundary element method using trimmed NURBS patches is presented. The advantage of this approach is its efficiency and easy implementati…