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
 
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Results 1-100 of 156 (Search time: 0.0 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Al-Eryani, Aiman ; Gievers, Marcel Stefan ; Fraboulet, Kilian Functional renormalization with interaction flows: A single-boson exchange perspective and application to electron-phonon systemsArticle Artikel 8-Apr-2026
2Patricolo, Miriam ; Vilardi, Demetrio ; Andergassen, Sabine ; Forni, Paulo Functional renormalization group treatment of the spiral phasePresentation Vortrag16-Mar-2026
3Fraboulet, Kilian ; Al-Eryani, Aiman ; Gievers, Marcel Stefan ; Heinzelmann, Sarah ; Krien, Friedrich ; Andergassen, Sabine Competing instabilities for models with non-local and retarded interactions: a functional renormalization group perspectivePresentation Vortrag9-Mar-2026
4Van Nguyen, Phuoc-Chung ; To, Van-Thinh ; Nguyen Tran, Ngoc-Vi ; Phan, Tieu-Long ; Truong, Tuyen Ngoc ; Gärtner, Thomas ; Merkle, Daniel ; Stadler, Peter F. SynCat: molecule-level attention graph neural network for precise reaction classificationArticle Artikel 2026
5Egenlauf, Patrick ; Březinová, Iva ; Andergassen, Sabine ; Klopotek, Miriam Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equationsArticle Artikel 2026
6Tscheppe, Patrick ; Klett, Marcel ; Menke, Henri ; Andergassen, Sabine ; Enderlein, Niklas ; Hansmann, Philipp ; Schäfer, Thomas Coherent cellular dynamical mean-field theory: a real-space quantum embedding approach to disorder in strongly correlated electron systemsArticle Artikel 29-Dec-2025
7Patricolo, Miriam ; Forni, Paolo ; Andergassen, Sabine ; Vilardi, Demetrio Functional Renormalization Group Treatment of the Spiral PhasePresentation Vortrag8-Dec-2025
8Zamyatin, Anton ; Indri, Patrick ; Malhotra, Sagar ; Gärtner, Thomas Is BatchEnsemble a Single Model? On Calibration and Diversity of Efficient EnsemblesPresentation Vortrag6-Dec-2025
9Blohm, Peter ; Chen, Florian ; Gionis, Aristides ; Neumann, Stefan Discovering Opinion Intervals from Conflicts in Signed GraphsInproceedings Konferenzbeitrag Dec-2025
10Tu, Sijing ; Stankovic, Aleksa ; Neumann, Stefan ; Gionis, Aristides Optirefine: densest subgraphs and maximum cuts with k refinementsArticle Artikel Nov-2025
11Weinbauer, Klaus ; Phan, Tieu-Long ; Stadler, Peter F. ; Gärtner, Thomas ; Malhotra, Sagar Prime Implicant Explanations for Reaction Feasibility PredictionPreprint Preprint10-Oct-2025
12Neumann, Stefan The TCS Blog AggregatorArticle ArtikelOct-2025
13Weilenmann, Christoph ; He, Hanglin ; Mladenović, Marko ; Zellweger, Till ; Portner, Kevin ; Bauer, Klemens ; Bellec, Guillaume ; Luisier, Mathieu ; Emboras, Alexandros Conductance-dependent Photoresponse in a Dynamic SrTiO3 Memristor for Biorealistic ComputingPreprint Preprint26-Sep-2025
14Pluska, Alexander ; Malhotra, Sagar On Local Limits of Sparse Random Graphs: Color Convergence and the Refined Configuration ModelInproceedings Konferenzbeitrag 18-Sep-2025
15Indri, Patrick ; Drucks, Tamara ; Gärtner, Thomas Private and Expressive Graph RepresentationsPresentation Vortrag15-Sep-2025
16Sandrock, Christoph ; Lüderssen, Sebastian Johannes ; Thiessen, Maximilian ; Gärtner, Thomas Efficient Minimization of Peakless Functions on Bounded-degree GraphsPresentation Vortrag15-Sep-2025
17Escobedo, Gustavo ; Penz, David ; Schedl, Markus Debiasing Implicit Feedback Recommenders via Sliced Wasserstein Distance-based RegularizationInproceedings Konferenzbeitrag 7-Sep-2025
18Penz, David ; Escobedo Ticona, Gustavo ; Schedl, Markus Mitigating Latent User Biases in Pre-trained VAE Recommendation Models via On-demand Input Space TransformationInproceedings Konferenzbeitrag 7-Sep-2025
19Alkhoury, Fouad ; Buschjäger, Sebastian ; Welke, Pascal Splitting stump forests: tree ensemble compression for edge devices (extended version)Article Artikel 27-Aug-2025
20Manduchi, Laura ; Meister, Clara ; Pandey, Kushagra ; Bamler, Robert ; Cotterel, Ryan ; Däubener, Sina ; Fellenz, Sophie ; Fischer, Asja ; Gärtner, Thomas ; Kirchler, Matthias ; Kloft, Marius ; Li, Yingzhen ; Lippert, Christoph ; De Melo, Gerard ; Nalisnick, Eric ; Ommer, Björn ; Ranganath, Rajesh ; Waldron, Maja ; Ullrich, Karen ; Van den Broeck, Guy ; Vogt, Julia E. ; Wang, Yixin ; Wenzel, Florian ; Wood, Frank ; Mandt, Stephan ; Fortuin, Vincent On the Challenges and Opportunities in Generative AIArticle Artikel 22-Aug-2025
21Hepp, Sebastian ; Andergassen, Sabine ; Springer, Daniel Machine Learning for Quantum Many-Body Physics: Efficient Representation of Vertex FunctionsPresentation Vortrag20-Aug-2025
22Blohm, Peter ; Indri, Patrick ; Gärtner, Thomas ; Malhotra, Sagar Probably Approximately Global Robustness CertificationInproceedings Konferenzbeitrag16-Aug-2025
23Barry, Martin ; Gerstner, Wulfram ; Bellec, Guillaume Context selectivity with dynamic availability enables lifelong continual learningArticle Artikel 10-Aug-2025
24Meixner, Michael ; Krämer, Marcel Nico ; Wentzell, Nils ; Bonetti, Pietro M. ; Andergassen, Sabine ; Toschi, Alessandro ; Schäfer, Thomas Disentangling real space fluctuations: The diagnostics of metal-insulator transitions beyond single-particle spectral functionsArticle Artikel 18-Jul-2025
25Sourmpis, Christos ; Petersen, Carl CH ; Gerstner, Wulfram ; Bellec, Guillaume Biologically informed cortical models predict optogenetic perturbationsArticle Artikel 16-Jul-2025
26Lachi, Veronica ; Moallemy-Oureh, Alice ; Roth, Andreas ; Welke, Pascal Expressive Pooling for Graph Neural NetworksArticle Artikel 15-Jul-2025
27Kissich, Meinhard ; Weinbauer, Klaus ; Baunach, Marcel Improving Embedded Software Development Courses: A Student Attentive Data-Driven ApproachInproceedings Konferenzbeitrag 1-Jun-2025
28Neumann, Stefan Bringing Theoretical Computer Science to YouTubeArticle ArtikelJun-2025
29Malhotra, Sagar ; Bizzaro, Davide ; Serafini, Luciano Lifted inference beyond first-order logicArticle Artikel May-2025
30Meixner, 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
31Krämer, 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
32Boobier, Samuel ; Heeley, Joseph ; Gärtner, Thomas ; Hierst, Jonathan D. Interactive Knowledge-Based Kernel PCA for Solvent SelectionArticle Artikel 13-Mar-2025
33Drucks, Tamara ; Sugiyama, Mahito Graph transformers express monadic second-order logicInproceedings Konferenzbeitrag6-Mar-2025
34Neumann, Stefan Behind the Scenes of TCS+: Talks, Research, and Community EffortsArticle ArtikelFeb-2025
35Alkhoury, Fouad ; Welke, Pascal Splitting Stump Forests: Tree Ensemble Compression for Edge DevicesInproceedings Konferenzbeitrag 28-Jan-2025
36Ruzicka, Laurenz ; Kohn, Bernhard ; Heitzinger, Clemens TipSegNet: Fingertip Segmentation in Contactless Fingerprint ImagingPreprint Preprint9-Jan-2025
37Ruzicka, 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
38Bause, Franka ; Jogl, Fabian ; Indri, Patrick ; Drucks, Tamara ; Penz, David ; Kriege, Nils ; Gärtner, Thomas ; Welke, Pascal ; Thiessen, Maximilian Maximally Expressive GNNs for Outerplanar GraphsArticle Artikel Jan-2025
39Phan-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
40Bressan, Marco ; Brukhim, Nataly ; Cesa-Bianchi, Nicolò Antonio ; Esposito, Emmanuel ; Mansour, Yishay ; Moran, Shay ; Thiessen, Maximilian A Fine-grained Characterization of PAC LearnabilityInproceedings Konferenzbeitrag 2025
41Bressan, Marco ; Brukhim, Nataly ; Cesa-Bianchi, Nicolò ; Esposito, Emmanuel ; Mansour, Yishay ; Moran, Shay ; Thiessen, Maximilian Of Dice and Games: A Theory of Generalized BoostingInproceedings Konferenzbeitrag 2025
42Sokolov, Georgy ; Thiessen, Maximilian ; Akhmejanova, Margarita ; Vitale, Fabio ; Orabona, Francesco Self-Directed Node Classification on GraphsInproceedings Konferenzbeitrag 2025
43Phan, Tieu-Long ; González Laffitte, Marcos Emmanuel ; Weinbauer, Klaus ; Merkle, Daniel ; Andersen, Jakob Lykke ; Fagerberg, Rolf ; Gatter, Thomas ; Stadler, Peter F SynKit: A Graph-Based Python Framework for Rule-Based Reaction Modeling and AnalysisArticle Artikel 2025
44Zhou, Tianyi ; Neumann, Stefan ; Garimella, Kiran ; Gionis, Aristides Calibrated and Diverse News CoverageInproceedings Konferenzbeitrag 2025
45Azzolin, Steve ; Malhotra, Sagar ; Passerini, Andrea ; Teso, Stefano Beyond Topological Self-Explainable GNNs: A Formal Explainability PerspectiveInproceedings Konferenzbeitrag 2025
46Negishi, Masahiro ; Gärtner, Thomas ; Welke, Pascal WILTing Trees: Interpreting the Distance Between MPNN EmbeddingsInproceedings Konferenzbeitrag 2025
47Freiin von Tubeuf, Carlotta Sophie ; Bernhardt, Thomas ; aus der Schmitten, Jakob ; Heitzinger, Clemens ; Birkelbach, F. ; Hofmann, R. ; Maly, Anton Reinforcement Learning in Hydropower: Pump Start-Up Control in a Simulated EnvironmentInproceedings Konferenzbeitrag 2025
48Al-Eryani, Aiman ; Andergassen, Sabine ; Scherer, Michael Matthäus Intertwined fluctuations and isotope effects in the Hubbard-Holstein model on the square lattice from functional renormalizationArticle Artikel 2025
49Patricolo, 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
50Welke-2024-Expressive Graph Representations via Homomorphisms-vor.pdf.jpgWelke, Pascal Expressive Graph Representations via HomomorphismsPresentation Vortrag 29-Nov-2024
51Welke, Pascal Expressive Graph Representations via HomomorphismsPresentation Vortrag25-Nov-2024
52Krämer, Marcel Nico Towards a cluster extension of DMF²RG and its application to the Hubbard model: Concepts and first resultsPresentation Vortrag14-Nov-2024
53Mohammadi, 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
54Neumann, Stefan Mitigating Polarization and Disagreement Based on User InterestsPresentation Vortrag5-Nov-2024
55Carnazza, 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
56Joshi, Rucha Bhalchandra ; Indri, Patrick ; Mishra, Subhankar GraphPrivatizer: Improved Structural Differential Privacy for Graph Neural NetworksArticle Artikel 1-Oct-2024
57Patricolo, Miriam Single-boson exchange formulation of the Schwinger-Dyson equation and its application to the fRGPresentation Vortrag25-Sep-2024
58Fraboulet, Kilian Bosonization for fermionic fRG at weak and strong couplingsPresentation Vortrag25-Sep-2024
59Pasteris-2024-Bandits with Abstention under Expert Advice-vor.pdf.jpgPasteris, Stephen ; Rumi, Alberto ; Thiessen, Maximilian ; Saito, Shota ; Miyauchi, Atsushi ; Vitale, Fabio ; Herbster, Mark Bandits with Abstention under Expert AdviceInproceedings Konferenzbeitrag 25-Sep-2024
60Al-Eryani, Aiman ; Andergassen, Sabine ; Scherer, Michael fRG Analysis and Fluctuation Diagnostics of the Hubbard-Holstein ModelPresentation Vortrag24-Sep-2024
61Neumann, Stefan Sublinear-Time Opinion EstimationPresentation Vortrag24-Sep-2024
62Krämer, Marcel Nico ; Meixner, Michael ; Fraboulet, Kilian ; Bonetti, Pietro Maria ; Vilardi, Demetrio ; Wentzell, Nils ; Toschi, Alessandro ; Schäfer, Thomas ; Andergassen, Sabine Towards nonperturbative nonlocal correlations in the 2d Hubbard Model with the fRGPresentation Vortrag24-Sep-2024
63Al-Eryani, Aiman ; Andergassen, Sabine ; Scherer, Michael Fluctuation Diagnostics of the influence of Einstein Phonons on Electronic Orders in the Normal StatePresentation Vortrag18-Sep-2024
64Kapral, Lorenz ; Dibiasi, Christoph ; Jeremic, Natasa ; Bartos, Stefan ; Behrens, Sybille ; Bilir, Aylin ; Heitzinger, Clemens ; Kimberger, Oliver Development and external validation of temporal fusion transformer models for continuous intraoperative blood pressure forecastingArticle Artikel Sep-2024
65Chen, Florian ; Gärtner, Thomas Scalable Interactive Data VisualizationInproceedings Konferenzbeitrag 22-Aug-2024
66Chen, Florian ; Weitkämper, Felix ; Malhotra, Sagar Understanding Domain-Size Generalization in Markov Logic NetworksInproceedings Konferenzbeitrag22-Aug-2024
67Lorang, Pierrick ; Horvath, Helmuth ; Kietreiber, Tobias ; Zips, Patrik ; Heitzinger, Clemens ; Scheutz, Matthias Adapting to the "Open World": The Utility of Hybrid Hierarchical Reinforcement Learning and Symbolic PlanningInproceedings Konferenzbeitrag 8-Aug-2024
68Moghadas, Emin ; Dräger, Nikolaus ; Toschi, Alessandro ; Zang, Jiawei ; Medvidović, Matija ; Kiese, Dominik ; Millis, Andrew J. ; Sengupta, Anirvan ; Andergassen, Sabine ; Di Sante, Domenico Compressing the two-particle Green’s function using wavelets: Theory and application to the Hubbard atomArticle Artikel 7-Aug-2024
69Fraboulet, Kilian Quantitative fRG and bosonization for the description of many-electron systems at weak and strong couplingsPresentation Vortrag25-Jul-2024
70Andergassen, Sabine Non-local interactions from weak to strong coupling: a functional RG descriptionPresentation Vortrag23-Jul-2024
71Carnazza, Francesco ; Carollo, Federico ; Klopotek, Miriam ; Martius, Georg ; Andergassen, Sabine ; Lesanovsky, Igor Machine learning dynamics of order parametersPresentation Vortrag9-Jul-2024
72Indri, Patrick ; Blohm, Peter ; Athavale, Anagha ; Bartocci, Ezio ; Weissenbacher, Georg ; Maffei, Matteo ; Nickovic, Dejan ; Gärtner, Thomas ; Malhotra, Sagar Distillation based Robustness Verification with PAC GuaranteesInproceedings Konferenzbeitrag 28-Jun-2024
73Pluska-2024-Logical Distillation of Graph Neural Networks-vor.pdf.jpgPluska, Alexander ; Welke, Pascal ; Gärtner, Thomas ; Malhotra, Sagar Logical Distillation of Graph Neural NetworksInproceedings Konferenzbeitrag 24-Jun-2024
74Pasteris, Stephen ; Rumi, Alberto ; Thiessen, Maximilian ; Saito, Shota ; Miyauchi, Atsushi ; Vitale, Fabio ; Herbster, Mark Bandits with Abstention under Expert AdvicePresentation Präsentation17-Jun-2024
75Neumann, Stefan Sublinear-Time Clustering Oracle for Signed GraphsPresentation Vortrag16-May-2024
76Neumann, Stefan ; Dong, Yinhao ; Peng, Pan Sublinear-Time Opinion Estimation in the Friedkin--Johnsen ModelInproceedings Konferenzbeitrag 13-May-2024
77Paolino-2024-Weisfeiler and Leman go Loopy A New Hierarchy for Graph Repr...-vor.pdf.jpgPaolino, Raffaele ; Maskey, Sohir ; Welke, Pascal ; Kutyniok, Gitta Weisfeiler and Leman go Loopy: A New Hierarchy for Graph Representational LearningPresentation Vortrag 11-May-2024
78Graziani-2024-The Expressive Power of Path-Based Graph Neural Networks-vor.pdf.jpgGraziani, Caterina ; Drucks, Tamara ; Jogl, Fabian ; Bianchini, Monica ; Scarselli, Franco ; Gärtner, Thomas The Expressive Power of Path-Based Graph Neural NetworksInproceedings Konferenzbeitrag 2-May-2024
79Ruzicka, Laurenz ; Strobl, Bernhard ; Bergmann, Stephan ; Nolden, Gerd ; Michalsky, Tom ; Domscheit, Christoph ; Priesnitz, Jannis ; Blümel, Florian ; Kohn, Bernhard ; Heitzinger, Clemens Toward Synthetic Physical Fingerprint TargetsArticle Artikel 29-Apr-2024
80Cemin, Giovanni ; Carnazza, Francesco ; Andergassen, Sabine ; Martius, Georg ; Carollo, Federico ; Lesanovsky, Igor Inferring interpretable dynamical generators of local quantum observables from projective measurements through machine learningArticle Artikel 3-Apr-2024
81Krämer, Marcel ; Meixner, Michael ; Fraboulet, Kilian ; Bonetti, Pietro M. ; Vilardi, Demetrio ; Wentzell, Nils ; Schäfer, Thomas ; Toschi, Alessandro ; Andergassen, Sabine Towards nonperturbative nonlocal correlations in the 2d Hubbard Model with the fRGPresentation Vortrag22-Mar-2024
82Hauff, Johannes ; Ankerhold, Joachim ; Rastelli, Gianluca ; Belzig, Wolfgang ; Andergassen, Sabine ; Maile, Dominik Engineering the speedup of quantum tunneling in Josephson systems via dissipationPresentation Vortrag20-Mar-2024
83Pluska-2024-Logical Distillation of Graph Neural Networks-vor.pdf.jpgPluska, Alexander ; Welke, Pascal ; Gärtner, Thomas ; Malhotra, Sagar Logical Distillation of Graph Neural NetworksInproceedings Konferenzbeitrag 2024
84Phan, Tieu-Long ; Klaus Weinbauer ; Thomas Gärtner ; Merkle, Daniel ; Andersen, Jakob ; Fagerberg, Rolf ; Stadler, Peter F. Reaction rebalancing: a novel approach to curating reaction databasesArticle Artikel 2024
85Bressan-2024-Efficient Algorithms for Learning Monophonic Halfspaces in G...-vor.pdf.jpgBressan, Marco ; Esposito, Emmanuel ; Thiessen, Maximilian Efficient Algorithms for Learning Monophonic Halfspaces in GraphsInproceedings Konferenzbeitrag 2024
86Meixner, Michael ; Menke, Henri ; Klett, Marcel ; Heinzelmann, Sarah ; Andergassen, Sabine ; Hansmann, Philipp ; Schäfer, Thomas Mott transition and pseudogap of the square-lattice Hubbard model: Results from center-focused cellular dynamical mean-field theoryArticle Artikel 2024
87Gonzalez Laffitte-2024-SYMMETRY-BASEL-vor.pdf.jpgGonzález Laffitte, Marcos Emmanuel ; Weinbauer, Klaus ; Phan, Tieu-Long ; Beier, Nora ; Domschke, Nico ; Flamm, Christoph ; Gatter, Thomas ; Merkle, Daniel ; Stadler, Peter F. Partial Imaginary Transition State (ITS) Graphs: A Formal Framework for Research and Analysis of Atom-to-Atom Maps of Unbalanced Chemical Reactions and Their CompletionsArticle Artikel 2024
88Freiin von Tubeuf, Carlotta Sophie ; aus der Schmitten, Jakob ; Hofmann, René ; Heitzinger, Clemens ; Birkelbach, Felix Improving Control of Energy Systems With Reinforcement Learning: Application to a Reversible Pump TurbineInproceedings Konferenzbeitrag 2024
89Clemens Heitzinger ; Stefan Woltran A Short Introduction to Artificial Intelligence: Methods, Success Stories, and Current LimitationsBook Contribution Buchbeitrag2024
90Bressan-2024-A Theory of Interpretable Approximations-vor.pdf.jpgBressan, Marco ; Cesa-Bianchi, Nicolò ; Esposito, Emmanuel ; Mansour, Yishay ; Moran, Shay ; Thiessen, Maximilian A Theory of Interpretable ApproximationsInproceedings Konferenzbeitrag 2024
91Paolino, Raffaele ; Maskey, Sohir ; Welke, Pascal ; Kutyniok, Gitta Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational LearningInproceedings Konferenzbeitrag 2024
92Paolino, Raffaele ; Maskey, Sohir ; Welke, Pascal ; Kutyniok, Gitta Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational LearningInproceedings Konferenzbeitrag 2024
93Daniele-2024-Simple andEffective Transfer Learning forNeuro-Symbolic Integ...-am.pdf.jpgDaniele, Alessandro ; Campari, Tommaso ; Malhotra, Sagar ; Serafini, Luciano Simple and Effective Transfer Learning for Neuro-Symbolic IntegrationInproceedings Konferenzbeitrag 2024
94Out, Charlotte ; Tu, Sijing ; Neumann, Stefan ; Zehmakan, Ahad N. The Impact of External Sources on the Friedkin–Johnsen ModelInproceedings Konferenzbeitrag 2024
95Zhou, Tianyi ; Neumann, Stefan ; Garimella, Kiran ; Gionis, Aristides Modeling the Impact of Timeline Algorithms on Opinion Dynamics Using Low-rank UpdatesInproceedings Konferenzbeitrag 2024
96Jogl, Fabian ; Welke, Pascal ; Gärtner, Thomas Is Expressivity Essential for the Predictive Performance of Graph Neural Networks?Inproceedings Konferenzbeitrag 2024
97Ruzicka, Laurenz ; Dominik Söllinger ; Kohn, Bernhard ; Heitzinger, Clemens ; Uhl, Andreas ; Strobl, Bernhard Improving sensor interoperability between contactless and contact-based fingerprints using pose correction and unwarpingArticle Artikel 18-Dec-2023
98Bause-2023-Maximally Expressive GNNs for Outerplanar Graphs-vor.pdf.jpgBause, Franka ; Jogl, Fabian ; Indri, Patrick ; Drucks, Tamara ; Penz, David ; Kriege, Nils ; Gärtner, Thomas ; Welke, Pascal ; Thiessen, Maximilian Maximally Expressive GNNs for Outerplanar GraphsInproceedings Konferenzbeitrag 15-Dec-2023
99Bause-2023-Maximally Expressive GNNs for Outerplanar Graphs-am.pdf.jpgBause, Franka ; Jogl, Fabian ; Indri, Patrick ; Drucks, Tamara ; Penz, David ; Kriege, Nils ; Gärtner, Thomas ; Welke, Pascal ; Thiessen, Maximilian Maximally Expressive GNNs for Outerplanar GraphsPresentation Vortrag 1-Dec-2023
100Brasoveanu-2023-Extending Graph Neural Networks with Global Features-am.pdf.jpgBrasoveanu, Andrei Dragos ; Jogl, Fabian ; Welke, Pascal ; Thiessen, Maximilian Extending Graph Neural Networks with Global FeaturesPresentation Vortrag 1-Dec-2023