Bastian Rieck
Bastian Rieck
Machine Learning & Computational Biology Lab, D-BSSE, ETH Zürich
Bestätigte E-Mail-Adresse bei bsse.ethz.ch - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Multivariate Data Analysis Using Persistence-Based Filtering and Topological Signatures
B Rieck, H Mara, H Leitte
IEEE Transactions on Visualization and Computer Graphics 18 (12), 2382-2391, 2012
392012
Persistent Homology for the Evaluation of Dimensionality Reduction Schemes
B Rieck, H Leitte
Computer Graphics Forum 34 (3), 2015
382015
Clique Community Persistence: A Topological Visual Analysis Approach for Complex Networks
B Rieck, U Fugacci, J Lukasczyk, H Leitte
IEEE Transactions on Visualization and Computer Graphics 24 (1), 822-831, 2018
222018
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology
B Rieck, M Togninalli, C Bock, M Moor, M Horn, T Gumbsch, K Borgwardt
International Conference on Learning Representations (ICLR), 2019
192019
Basic Analysis of Bin-Packing Heuristics
B Rieck
Interdisciplinary Center for Scientific Computing, Heidelberg University, 2010
192010
Wasserstein Weisfeiler-Lehman Graph Kernels
M Togninalli, E Ghisu, F Llinares-López, B Rieck, K Borgwardt
Advances in Neural Information Processing Systems 32, 6436--6446, 2019
162019
A Persistent Weisfeiler–Lehman Procedure for Graph Classification
B Rieck, C Bock, K Borgwardt
International Conference on Machine Learning (ICML), 2019
122019
Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping
M Moor, M Horn, B Rieck, D Roqueiro, K Borgwardt
Machine Learning for Healthcare 2019, 2019
12*2019
Structural Analysis of Multivariate Point Clouds Using Simplicial Chains
B Rieck, H Leitte
Computer Graphics Forum 33 (8), 28-37, 2014
122014
Exploring and Comparing Clusterings of Multivariate Data Sets Using Persistent Homology
B Rieck, H Leitte
Computer Graphics Forum 35 (3), 81-90, 2016
112016
UNWRAPPING HIGHLY-DETAILED 3D MESHES OF ROTATIONALLY SYMMETRIC MAN-MADE OBJECTS
B Rieck, H Mara, S Krömker
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information …, 2013
112013
Association mapping in biomedical time series via statistically significant shapelet mining
C Bock, T Gumbsch, M Moor, B Rieck, D Roqueiro, K Borgwardt
Bioinformatics 34 (13), i438-i446, 2018
82018
Topological Machine Learning with Persistence Indicator Functions
B Rieck, F Sadlo, H Leitte
Topological Methods in Data Analysis and Visualization V: Theory, Algorithms …, 2019
52019
Visualization of 4D Vector Field Topology
L Hofmann, B Rieck, F Sadlo
Computer Graphics Forum 37 (3), 301-313, 2018
52018
Topological Autoencoders
M Moor, M Horn, B Rieck, K Borgwardt
arXiv preprint arXiv:1906.00722, 2019
42019
Hierarchies and Ranks for Persistence Pairs
B Rieck, F Sadlo, H Leitte
Topological Methods in Data Analysis and Visualization V: Theory, Algorithms …, 2019
42019
Shall I compare thee to a network?
B Rieck, H Leitte
1st Workshop on Visualization for the Digital Humanities at IEEE Vis, 2016
4*2016
Machine learning for early prediction of circulatory failure in the intensive care unit
SL Hyland, M Faltys, M Hüser, X Lyu, T Gumbsch, C Esteban, C Bock, ...
arXiv preprint arXiv:1904.07990, 2019
32019
Agreement analysis of quality measures for dimensionality reduction
B Rieck, H Leitte
Topological Methods in Data Analysis and Visualization IV: Theory …, 2017
32017
Graph Filtration Learning
CD Hofer, G Graf, B Rieck, M Niethammer, R Kwitt
arXiv preprint arXiv:1905.10996, 2019
22019
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