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2020 – today
- 2024
[i6]Maximilian Toller, Hussain Hussain, Bernhard C. Geiger:
Activation Bottleneck: Sigmoidal Neural Networks Cannot Forecast a Straight Line. CoRR abs/2406.02146 (2024)- [i5]Maximilian Toller, Hussain Hussain, Roman Kern, Bernhard C. Geiger:
Constraining Anomaly Detection with Anomaly-Free Regions. CoRR abs/2409.20208 (2024) - [i4]Dominik Kowald, Sebastian Scher, Viktoria Pammer-Schindler, Peter Müllner, Kerstin Waxnegger, Lea Demelius, Angela Fessl, Maximilian Toller, Inti Gabriel Mendoza Estrada, Ilija Simic, Vedran Sabol, Andreas Trügler, Eduardo E. Veas, Roman Kern, Tomislav Nad, Simone Kopeinik:
Establishing and Evaluating Trustworthy AI: Overview and Research Challenges. CoRR abs/2411.09973 (2024) - 2023
- [j2]Maximilian Toller
, Bernhard C. Geiger, Roman Kern:
Cluster Purging: Efficient Outlier Detection Based on Rate-Distortion Theory. IEEE Trans. Knowl. Data Eng. 35(2): 1270-1282 (2023) - [i3]Maximilian B. Toller, Bernhard C. Geiger, Roman Kern:
Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory. CoRR abs/2302.11234 (2023) - 2020
- [i2]Maximilian Toller, Bernhard C. Geiger, Roman Kern:
A Formally Robust Time Series Distance Metric. CoRR abs/2008.07865 (2020)
2010 – 2019
- 2019
- [j1]Maximilian Toller, Tiago Santos, Roman Kern:
SAZED: parameter-free domain-agnostic season length estimation in time series data. Data Min. Knowl. Discov. 33(6): 1775-1798 (2019) - [i1]Maximilian Toller, Roman Kern:
Robust Parameter-Free Season Length Detection in Time Series. CoRR abs/1911.06015 (2019)
Coauthor Index
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