Lena G. M. Bauer

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Handwritten Digits

Neighborhood Information

Free Parameters

Data Clustering

Top Venues

Frontiers Comput. Neurosci.

Publications

Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant
Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering. SDM (2023)
Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant
Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering. CoRR (2023)
Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Böhm
The DipEncoder: Enforcing Multimodality in Autoencoders. KDD (2022)
Lena G. M. Bauer, Fabian Hirsch, Corey Jones, Matthew Hollander, Philipp Grohs, Amit Anand, Claudia Plant, Afra M. Wohlschläger
Quantification of Kuramoto Coupling Between Intrinsic Brain Networks Applied to fMRI Data in Major Depressive Disorder. Frontiers Comput. Neurosci. 16 (2022)
Lukas Miklautz, Lena G. M. Bauer, Dominik Mautz, Sebastian Tschiatschek, Christian Böhm, Claudia Plant
Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces. IJCAI (2021)
Collin Leiber, Lena G. M. Bauer, Benjamin Schelling, Christian Böhm, Claudia Plant
Dip-based Deep Embedded Clustering with k-Estimation. KDD (2021)
Lena G. M. Bauer, Bernhard Hametner, Christopher C. Mayer, Siegfried Wassertheurer
Mathematical Wave Fitting Models for the Quantification of the Diurnal Profile and Variability of Pulse Wave Analysis Parameters. Simul. Notes Eur. 27 (3) (2017)