Lena G. M. Bauer

According to our database, Lena G. M. Bauer authored at least 10 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Clustering High-dimensional Data: Balancing Abstraction and Representation Tutorial at AAAI 2026.

Claudia Plant, Lena G. M. Bauer, Christian Böhm

CoRR, January, 2026

2023

Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering.

Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Quantification of Kuramoto Coupling Between Intrinsic Brain Networks Applied to fMRI Data in Major Depressive Disorder.

Lena G. M. Bauer, Fabian Hirsch, Corey Jones, Matthew Hollander, Philipp Grohs, Amit Anand, Claudia Plant, Afra M. Wohlschläger

Frontiers Comput. Neurosci., 2022

The DipEncoder: Enforcing Multimodality in Autoencoders.

Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Böhm

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Dip-based Deep Embedded Clustering with k-Estimation.

Collin Leiber, Lena G. M. Bauer, Benjamin Schelling, Christian Böhm, Claudia Plant

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces.

Lukas Miklautz, Lena G. M. Bauer, Dominik Mautz, Sebastian Tschiatschek, Christian Böhm, Claudia Plant

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

The Data Mining Group at University of Vienna.

Muzaffer Can Altinigneli, Lena Greta Marie Bauer, Sahar Behzadi, Robert Fritze, Katerina Hlavácková-Schindler, Maximilian Leodolter, Lukas Miklautz, Martin Perdacher, Ylli Sadikaj, Benjamin Schelling, Claudia Plant

Datenbank-Spektrum, 2020

Utilizing Structure-Rich Features to Improve Clustering.

Benjamin Schelling, Lena Greta Marie Bauer, Sahar Behzadi, Claudia Plant

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2019

Planting Synchronisation Trees for Discovering Interaction Patterns Among Brain Regions.

Lena Greta Marie Bauer, Philipp Grohs, Afra M. Wohlschläger, Claudia Plant

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2017

Mathematical Wave Fitting Models for the Quantification of the Diurnal Profile and Variability of Pulse Wave Analysis Parameters.

Lena G. M. Bauer, Bernhard Hametner, Christopher C. Mayer, Siegfried Wassertheurer

Simul. Notes Eur., 2017