Forschungsbereich Machine Learning

Organization Name (de) Name der Organisation (de)
E194-06 - Forschungsbereich Machine Learning
 
Code Kennzahl
E194-06
 
Type of Organization Organisationstyp
Research Division
Parent OrgUnit Übergeordnete Organisation
 
Active Aktiv
 


Results 1-20 of 117 (Search time: 0.002 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Kissich, Meinhard ; Weinbauer, Klaus ; Baunach, Marcel Improving Embedded Software Development Courses: A Student Attentive Data-Driven ApproachInproceedings Konferenzbeitrag 1-Jun-2025
2Malhotra, Sagar ; Bizzaro, Davide ; Serafini, Luciano Lifted inference beyond first-order logicArticle Artikel May-2025
3Meixner, Michael ; Krämer, Marcel Nico ; Wentzell, Nils ; Bonetti, Pietro Maria ; Andergassen, Sabine ; Toschi, Alessandro ; Schaefer, Thomas Disentangling real space fluctuations: The diagnostics of metal-insulator transitions beyond single-particle spectral functionsPresentation Vortrag20-Mar-2025
4Krämer, Marcel Nico ; Meixner, Michael ; Fraboulet, Kilian ; Bonetti, Pietro Maria ; Vilardi, Demetrio ; Wentzell, Nils ; Schaefer, Thomas ; Toschi, Alessandro ; Andergassen, Sabine Cluster extension of the DMF2RG and application to the 2d Hubbard modelPresentation Vortrag18-Mar-2025
5Boobier, Samuel ; Heeley, Joseph ; Gärtner, Thomas ; Hierst, Jonathan D. Interactive Knowledge-Based Kernel PCA for Solvent SelectionArticle Artikel 13-Mar-2025
6Alkhoury, Fouad ; Welke, Pascal Splitting Stump Forests: Tree Ensemble Compression for Edge DevicesInproceedings Konferenzbeitrag 28-Jan-2025
7Ruzicka, Laurenz ; Kohn, Bernhard ; Heitzinger, Clemens TipSegNet: Fingertip Segmentation in Contactless Fingerprint ImagingPreprint Preprint9-Jan-2025
8Ruzicka, Laurenz ; Alexander Spenke ; Bergmann, Stephan ; Nolden, Gerd ; Kohn, Bernhard ; Heitzinger, Clemens Towards Fingerprint Mosaicking Artifact Detection: A Self-Supervised Deep Learning ApproachPreprint Preprint9-Jan-2025
9Sokolov, Georgy ; Thiessen, Maximilian ; Akhmejanova, Margarita ; Vitale, Fabio ; Orabona, Francesco Self-Directed Node Classification on GraphsInproceedings Konferenzbeitrag 2025
10Phan-2025-Journal of Chemical Information and Modeling-vor.pdf.jpgPhan, Tieu-Long ; Weinbauer, Klaus ; González Laffitte, Marcos Emmanuel ; Pan, Yingjie ; Merkle, Daniel ; Andersen, Jakob ; Fagerberg, Rolf ; Flamm, Christoph ; Stadler, Peter F. SynTemp: Efficient Extraction of Graph-Based Reaction Rules from Large-Scale Reaction DatabasesArticle Artikel 2025
11Patricolo, Miriam ; Gievers, Marcel ; Fraboulet, Kilian ; Al-Eryani, Aiman ; Heinzelmann, Sarah ; Bonetti, Pietro ; Toschi, Alessandro ; Vilardi, Demetrio ; Andergassen, Sabine Single-boson exchange formulation of the Schwinger-Dyson equation and its application to the functional renormalization groupArticle Artikel 2025
12Welke-2024-Expressive Graph Representations via Homomorphisms-vor.pdf.jpgWelke, Pascal Expressive Graph Representations via HomomorphismsPresentation Vortrag 29-Nov-2024
13Welke, Pascal Expressive Graph Representations via HomomorphismsPresentation Vortrag25-Nov-2024
14Krämer, Marcel Nico Towards a cluster extension of DMF²RG and its application to the Hubbard model: Concepts and first resultsPresentation Vortrag14-Nov-2024
15Mohammadi, Nima ; Abbaszadeh, Mostafa ; Dehghan, M. ; Heitzinger, Clemens Parameter identification of shallow water waves using the generalized equal width equation and physics-informed neural networks: a conservative approximation schemeArticle Artikel 6-Nov-2024
16Neumann, Stefan Mitigating Polarization and Disagreement Based on User InterestsPresentation Vortrag5-Nov-2024
17Carnazza, Francesco ; Carollo, Federico ; Andergassen, Sabine ; Martius, Georg ; Klopotek, Miriam ; Lesanovsky, Igor Machine learning stochastic differential equations for the evolution of order parameters of classical many-body systems in and out of equilibriumArticle Artikel 7-Oct-2024
18Joshi, Rucha Bhalchandra ; Indri, Patrick ; Mishra, Subhankar GraphPrivatizer: Improved Structural Differential Privacy for Graph Neural NetworksArticle Artikel 1-Oct-2024
19Patricolo, Miriam Single-boson exchange formulation of the Schwinger-Dyson equation and its application to the fRGPresentation Vortrag25-Sep-2024
20Fraboulet, Kilian Bosonization for fermionic fRG at weak and strong couplingsPresentation Vortrag25-Sep-2024