Name Card

Full name Familienname, Vorname
Gärtner, Thomas
 
Main Affiliation Organisations­zuordnung
 

Own Publications Eigene Publikationen

Results 1-20 of 27 (Search time: 0.005 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Boobier, Samuel ; Heeley, Joseph ; Gärtner, Thomas ; Hierst, Jonathan D. Interactive Knowledge-Based Kernel PCA for Solvent SelectionArticle Artikel 13-Mar-2025
2Chen, Florian ; Gärtner, Thomas Scalable Interactive Data VisualizationInproceedings Konferenzbeitrag 22-Aug-2024
3Indri, 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
4Pluska-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
5Graziani-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
6Pluska-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
7Phan, 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
8Bause-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
9Bause-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
102023-No PAIN no Gain More Expressive GNNs with Paths-vor.pdf.jpgGraziani, Caterina ; Drucks, Tamara ; Bianchini, Monica ; Scarselli, Franco ; Gärtner, Thomas No PAIN no Gain: More Expressive GNNs with PathsInproceedings Konferenzbeitrag Oct-2023
11Jogl, Fabian ; Thiessen, Maximilian ; Gärtner, Thomas Expressivity-Preserving GNN SimulationInproceedings Konferenzbeitrag 21-Sep-2023
122023-Can stochastic weight averaging improve generalization in private le...-vor.pdf.jpgPatrick Indri ; Tamara Drucks ; Gärtner, Thomas Can stochastic weight averaging improve generalization in private learning?Inproceedings Konferenzbeitrag May-2023
13Redshaw, Joseph ; Ting, Darren Shu Jeng ; Brown, Alex ; Hirst, Jonathan D. ; Gärtner, Thomas Krein support vector machine classification of antimicrobial peptidesArticle Artikel 27-Feb-2023
14Welke, Pascal ; Thiessen, Maximilian ; Jogl, Fabian ; Gärtner, Thomas Expectation-Complete Graph Representations with HomomorphismsInproceedings Konferenzbeitrag 2023
15Welke-2022-Expectation Complete Graph Representations Using Graph Homomorp...-am.pdf.jpgWelke, Pascal ; Thiessen, Maximilian ; Gärtner, Thomas Expectation Complete Graph Representations Using Graph HomomorphismsPresentation Vortrag 30-Nov-2022
16Thiessen, Maximilian ; Pascal Welke ; Gärtner, Thomas Expectation Complete Graph Representations using Graph HomomorphismsPresentation Vortrag25-Oct-2022
17Thiessen-2022-Expectation Complete Graph Representations Using Graph Homom...-am.pdf.jpgThiessen, Maximilian ; Welke, Pascal ; Gärtner, Thomas Expectation Complete Graph Representations Using Graph HomomorphismsPresentation Vortrag 21-Oct-2022
18Jogl-2022-Weisfeiler and Leman Return with Graph Transformations-am.pdf.jpgJogl, Fabian ; Thiessen, Maximilian ; Gärtner, Thomas Weisfeiler and Leman Return with Graph TransformationsInproceedings Konferenzbeitrag 23-Sep-2022
19Jogl, Fabian ; Thiessen, Maximilian ; Gärtner, Thomas Reducing Learning on Cell Complexes to GraphsInproceedings Konferenzbeitrag 29-Apr-2022
20Haywood, Alexe L. ; Redshaw, Joseph ; Hanson-Heine, Magnus W. D. ; Taylor, Adam ; Brown, Alex ; Mason, Andrew M. ; Gärtner, Thomas ; Hirst, Jonathan D. Kernel Methods for Predicting Yields of Chemical ReactionsArtikel Article 2022

Contributing Publications Mitbeteiligte Publikationen

Results 1-6 of 6 (Search time: 0.005 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Blohm Peter - 2025 - Probabilistic Verification of Black-Box Systems.pdf.jpgBlohm, Peter Probabilistic Verification of Black-Box SystemsThesis Hochschulschrift 2025
2De Landsheere Jasper - 2025 - Graph Representations and Neural Network...pdf.jpgDe Landsheere, Jasper Graph Representations and Neural Network Architectures for Reaction Barrier Height PredictionThesis Hochschulschrift 2025
3Plattner Maximilian - 2023 - On SGD with Momentum.pdf.jpgPlattner, Maximilian On SGD with momentumThesis Hochschulschrift 2023
4Traxler Fabian - 2023 - Antibody-Antigen Binding Affinity Prediction through the...pdf.jpgTraxler, Fabian Antibody-antigen binding affinity prediction through the use of geometric deep learning : a framework for binding affinity prediction with graph neural networksThesis Hochschulschrift 2023
5Jogl Fabian - 2022 - Do we need to Improve message passing Improving graph...pdf.jpgJogl, Fabian Do we need to Improve message passing? Improving graph neural networks with graph transformationsThesis Hochschulschrift 2022
6Schmied Thomas - 2022 - Self-supervision data augmentation and online...pdf.jpgSchmied, Thomas Self-supervision, data augmentation and online fine-tuning for offline RLThesis Hochschulschrift 2022