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2020 – today
- 2024
[c3]Billy Joe Franks, Christopher Morris, Ameya Velingker, Floris Geerts:
Weisfeiler-Leman at the margin: When more expressivity matters. ICML 2024- [i7]Billy Joe Franks, Christopher Morris, Ameya Velingker, Floris Geerts:
Weisfeiler-Leman at the margin: When more expressivity matters. CoRR abs/2402.07568 (2024) - 2023
- [j2]Billy Joe Franks, Markus Anders, Marius Kloft, Pascal Schweitzer:
A Systematic Approach to Universal Random Features in Graph Neural Networks. Trans. Mach. Learn. Res. 2023 (2023) - [c2]Billy Joe Franks
, Benjamin Dinkelmann, Marius Kloft, Sophie Fellenz:
Ordinal Regression for Difficulty Prediction of StepMania Levels. ECML/PKDD (6) 2023: 497-512 - [i6]Billy Joe Franks, Benjamin Dinkelmann, Sophie Fellenz, Marius Kloft:
Ordinal Regression for Difficulty Estimation of StepMania Levels. CoRR abs/2301.09485 (2023) - [i5]Fabian Hartung, Billy Joe Franks, Tobias Michels, Dennis Wagner, Philipp Liznerski, Steffen Reithermann, Sophie Fellenz, Fabian Jirasek, Maja Rudolph, Daniel Neider, Heike Leitte, Chen Song, Benjamin Klöpper, Stephan Mandt, Michael Bortz, Jakob Burger, Hans Hasse, Marius Kloft:
Deep Anomaly Detection on Tennessee Eastman Process Data. CoRR abs/2303.05904 (2023) - 2022
- [j1]Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft:
Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images. Trans. Mach. Learn. Res. 2022 (2022) - [i4]Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft:
Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images. CoRR abs/2205.11474 (2022) - 2021
- [c1]Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Marius Kloft, Klaus-Robert Müller:
Explainable Deep One-Class Classification. ICLR 2021 - [i3]Billy Joe Franks, Markus Anders, Marius Kloft, Pascal Schweitzer:
Trainability for Universal GNNs Through Surgical Randomness. CoRR abs/2112.04314 (2021) - 2020
- [i2]Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft:
Rethinking Assumptions in Deep Anomaly Detection. CoRR abs/2006.00339 (2020) - [i1]Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Marius Kloft, Klaus-Robert Müller:
Explainable Deep One-Class Classification. CoRR abs/2007.01760 (2020)
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