CP
Claudia Plant
cs.LGcs.AIcs.CVcs.DCArtificial Intelligencefunctional connectivitystat.MLagingAlgorithmsAlzheimer's disease
On Valency
published · living versionsW_gwpr64vn·v1 · currentpublished
Forget What Comes Next: LLM Unlearning via Statistical Independence
with Andrii Shkabrii, Martin Pawelczyk
1 version
W_cp4yje42·v1published
Preprints & journals
39 papers in the corpus · 2006–2025Understanding and Improving Hyperbolic Deep Reinforcement Learning2512.14202v2 · Timo Klein, Thomas Lang, Andrii Shkabrii et al.2025 · 0 citationsarXiv
H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition2510.20627v2 · Lukas Miklautz, Chengzhi Shi, Andrii Shkabrii et al.2025 · 0 citationsarXiv
Bootstrap Deep Spectral Clustering with Optimal Transport2508.04200v1 · Wengang Guo, Wei Ye, Chunchun Chen et al.2025 · 2 citationsarXiv
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning2504.06740v2 · Ylli Sadikaj, Hongkuan Zhou, Lavdim Halilaj et al.2025 · 6 citationsarXiv
An Introductory Survey to Autoencoder-based Deep Clustering -- Sandboxes for Combining Clustering with Deep Learning2504.02087v2 · Collin Leiber, Lukas Miklautz, Claudia Plant et al.2025 · 1 citationarXiv
Internal Evaluation of Density-Based Clusterings with Noise2503.00127v2 · Anna Beer, Lena Krieger, Pascal Weber et al.2025 · 1 citationarXiv
Ultrametric Cluster Hierarchies: I Want 'em All!2502.14018v2 · Andrew Draganov, Pascal Weber, Rasmus Skibdahl Melanchton J\orgensen et al.2025 · 0 citationsarXiv
Breaking the Reclustering Barrier in Centroid-based Deep Clustering2411.02275v2 · Lukas Miklautz, Timo Klein, Kevin Sidak et al.2024 · 0 citationsarXiv
SHADE: Deep Density-based Clustering2410.06265v1 · Anna Beer, Pascal Weber, Lukas Miklautz et al.2024 · 6 citationsarXiv
AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing.37256809 · Chen, Zhaoliang, Wu, Zhihao, Lin, Zhenghong et al.2024 · 42 citationsIEEE transactions on neural networks and learning systems. 2024;35(10):13764-13776
Temporal Subspace Clustering for Molecular Dynamics Data2408.00056v1 · Anna Beer, Martin Heinrigs, Claudia Plant et al.2024 · 0 citationsarXiv
Text-Guided Alternative Image Clustering2406.18589v1 · Andreas Stephan, Lukas Miklautz, Collin Leiber et al.2024 · 1 citationarXiv
Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs2406.03614v1 · Alexander Bakumenko, Katerina Hlav'ackov'a-Schindler, Claudia Plant et al.2024 · 13 citationsIEEE Access 13 (2025) 146757-146771
ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks2403.09171v2 · Zhaoliang Chen, Zhihao Wu, Ylli Sadikaj et al.2024 · 17 citationsarXiv
Attributed Multi-Order Graph Convolutional Network for Heterogeneous Graphs.38471260 · Chen, Zhaoliang, Wu, Zhihao, Zhong, Luying et al.2024 · 19 citationsNeural networks : the official journal of the International Neural Network Society. 2024;174:106225
Text-Guided Image Clustering2402.02996v2 · Andreas Stephan, Lukas Miklautz, Kevin Sidak et al.2024 · 0 citationsarXiv
Automatic Parameter Selection for Non-Redundant Clustering2312.11952v2 · Collin Leiber, Dominik Mautz, Claudia Plant et al.2023 · 2 citationsProceedings of the 2022 SIAM International Conference on Data Mining (SDM) (pp. 226-234). Society for Industrial and Applied Mathematics
Extension of the Dip-test Repertoire -- Efficient and Differentiable p-value Calculation for Clustering2312.12050v2 · Lena G. M. Bauer, Collin Leiber, Christian Bohm et al.2023 · 4 citationsProceedings of the 2023 SIAM International Conference on Data Mining (SDM) (pp. 109-117). Society for Industrial and Applied Mathematics
Spectral Clustering of Attributed Multi-relational Graphs2311.01840v1 · Ylli Sadikaj, Yllka Velaj, Sahar Behzadi et al.2023 · 25 citationsAssociation for Computing Machinery, Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 21, Virtual Event, Singapore, August 2021, Pages 1431-1440
AWT -- Clustering Meteorological Time Series Using an Aggregated Wavelet Tree2212.06642v1 · Christina Pacher, Irene Schicker, Rosmarie deWit et al.2022 · 0 citationsarXiv
Multi-view Graph Convolutional Networks with Differentiable Node Selection2212.05124v2 · Zhaoliang Chen, Lele Fu, Shunxin Xiao et al.2022 · 19 citationsACM Transactions on Knowledge Discovery from Data 18, 1, Article 6 (January 2024), 21 pages
Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning2211.09155v1 · Zhaoliang Chen, Lele Fu, Jie Yao et al.2022 · 215 citationsarXiv
Deep Clustering With Consensus Representations2210.07063v1 · Lukas Miklautz, Martin Teuffenbach, Pascal Weber et al.2022 · 9 citationsarXiv
Interpretable Gait Recognition by Granger Causality2206.06714v3 · Michal Balazia, Katerina Hlavackova-Schindler, Petr Sojka et al.2022 · 0 citationsarXiv
Causal Discovery in Hawkes Processes by Minimum Description Length2206.06124v1 · Amirkasra Jalaldoust, Katerina Hlavackova-Schindler, Claudia Plant2022 · 5 citationsarXiv
Quantification of Kuramoto Coupling Between Intrinsic Brain Networks Applied to fMRI Data in Major Depressive Disorder.35311219 · Bauer, Lena G, Hirsch, Fabian, Jones, Corey et al.2024 · 8 citationsFrontiers in computational neuroscience. 2022;16:729556
GPU backed Data Mining on Android Devices2112.04800v1 · Robert Fritze, Claudia Plant2021 · 0 citationsarXiv
High performance computing on Android devices -- a case study2112.04845v1 · Robert Fritze, Claudia Plant2021 · 0 citationsarXiv
Network Embedding via Deep Prediction Model2104.13323v1 · Xin Sun, Zenghui Song, Yongbo Yu et al.2021 · 8 citationsIEEE Transactions on Big Data ( Volume: 9, Issue: 2, 01 April 2023)
Heterogeneous Graphical Granger Causality by Minimum Message Length.33322439 · Hlaváčková-Schindler, Kateřina, Plant, Claudia2021 · 11 citationsEntropy (Basel, Switzerland). 2020;22(12)
Massively Parallel Graph Drawing and Representation Learning2011.03479v1 · Christian Bohm, Claudia Plant2020 · 5 citationsIEEE BigData 2020
Intrinsic brain activity of cognitively normal older persons resembles more that of patients both with and at risk for Alzheimer's disease than that of healthy younger persons.24689864 · Pasquini, Lorenzo, Tonch, Annika, Plant, Claudia et al.2015 · 2 citationsBrain connectivity. 2014;4(5):323-36
Advanced computer vision approaches in biomedical image analysis.25104968 · Meyer-Baese, Anke, Plant, Claudia, Gorriz Saez, Juan Manuel2015 · 3 citationsComputational and mathematical methods in medicine. 2014;2014:347265
Robust automated detection of microstructural white matter degeneration in Alzheimer's disease using machine learning classification of multicenter DTI data.23741425 · Dyrba, Martin, Ewers, Michael, Wegrzyn, Martin et al.2014 · 113 citationsPloS one. 2013;8(5):e64925
Prediction of Alzheimer's disease using individual structural connectivity networks.22405045 · Shao, Junming, Myers, Nicholas, Yang, Qinli et al.2013 · 59 citationsNeurobiology of aging. 2012;33(12):2756-65
Decoding an individual's sensitivity to pain from the multivariate analysis of EEG data.21765182 · Schulz, Enrico, Zherdin, Andrew, Tiemann, Laura et al.2012 · 187 citationsCerebral cortex (New York, N.Y. : 1991). 2012;22(5):1118-23
Feature selection methods for characterizing and classifying adaptive Sustainable Flood Retention Basins.21036382 · Yang, Qinli, Shao, Junming, Scholz, Miklas et al.2011 · 44 citationsWater research. 2011;45(3):993-1004
Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease.19961938 · Plant, Claudia, Teipel, Stefan J, Oswald, Annahita et al.2010 · 343 citationsNeuroImage. 2010;50(1):162-74
Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data.16443633 · Plant, Claudia, Böhm, Christian, Tilg, Bernhard et al.2006 · 23 citationsBioinformatics (Oxford, England). 2006;22(8):981-8
Career total: 241 works. 39 are in this corpus.
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