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Topic: Topological and Geometric Data Analysis ×

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Papers in Topological and Geometric Data Analysis 33

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Obey validity limits of data-driven models through topological data analysis and one-class classification
2021 Optimization and Engineering article Computer Science Topological and Geometric Data Analysis Open access

Artur M. Schweidtmann, Jana M. Weber, Linus Netze, Alexander Mitsos

57

citations
Simplicial Convolutional Filters
2022 IEEE Transactions on Signal Processing article Computer Science Topological and Geometric Data Analysis Open access

Maosheng Yang, Elvin Isufi, Michael T. Schaub, Geert J. T. Leus

40

citations
Finite Impulse Response Filters for Simplicial Complexes
2021 European Signal Processing Conference (EUSIPCO) conference-paper Computer Science Topological and Geometric Data Analysis Open access

Maosheng Yang, Elvin Isufi, Michael T. Schaub, Geert J. T. Leus

31

citations
Signal Processing On Cell Complexes
2022 ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) conference-paper Computer Science Topological and Geometric Data Analysis Open access

T. Mitchell Roddenberry, Michael T. Schaub, Mustafa Hajij

30

citations
Dirac signal processing of higher-order topological signals
2023 New Journal of Physics article Computer Science Topological and Geometric Data Analysis Open access

Lucille Calmon, Michael T. Schaub, Ginestra Bianconi

30

citations
A streamlined quantum algorithm for topological data analysis with exponentially fewer qubits
2026 Quantum article Computer Science Topological and Geometric Data Analysis Open access

Sam McArdle, András Gilyén, Mario Berta

15

citations
Hodgelets: Localized Spectral Representations of Flows On Simplicial Complexes
2022 ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) conference-paper Computer Science Topological and Geometric Data Analysis Open access

T. Mitchell Roddenberry, Florian Frantzen, Michael T. Schaub, Santiago Segarra

14

citations
Higher-order signal processing with the Dirac operator
2022 conference-paper Computer Science Topological and Geometric Data Analysis Open access

Lucille Calmon, Michael T. Schaub, Ginestra Bianconi

8

citations
Surface Map Homology Inference
2021 Computer Graphics Forum article Computer Science Topological and Geometric Data Analysis Open access

Janis Born, Patrick Schmidt, Marcel Campen, Leif P. Kobbelt

7

citations
Outlier Detection for Trajectories via Flow-embeddings
2021 2021 55th Asilomar Conference on Signals, Systems, and Computers conference-paper Computer Science Topological and Geometric Data Analysis Open access

Florian Frantzen, Jean-Baptiste Seby, Michael T. Schaub

7

citations
Constraining stochastic 3-D structural geological models with topology information using Approximate Bayesian Computation using GemPy 2.1
2020 preprint Computer Science Topological and Geometric Data Analysis Open access

Alexander Schaaf, Miguel de la Varga, Florian Wellmann, Clare Elizabeth Bond

6

citations
Signal Processing On Product Spaces
2023 conference-paper Computer Science Topological and Geometric Data Analysis Open access

T. Mitchell Roddenberry, Vincent P. Grande, Florian Frantzen, Michael T. Schaub, Santiago Segarra

6

citations
The EKR property for flag pure simplicial complexes without boundary
2020 Journal of Combinatorial Theory Series A article Computer Science Topological and Geometric Data Analysis Open access

Jorge Alberto Olarte, Francisco Santos, Jonathan Spreer, Christian Stump

6

citations
Disentangling the Spectral Properties of the Hodge Laplacian: not all small Eigenvalues are Equal
2024 conference-paper Computer Science Topological and Geometric Data Analysis Open access

Vincent P. Grande, Michael T. Schaub

5

citations
Revealing the void-size distribution of silica glass using persistent homology
2025 Materialia article Computer Science Topological and Geometric Data Analysis Open access

Achraf Atila, Yasser Bakhouch, Zhuocheng Xie

4

citations
Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs
2023 conference-paper Computer Science Topological and Geometric Data Analysis

Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou, AIdo Guzman-Saenz, ToIga Birdal, Michael T. Schaub

4

citations
Hypergraphs and simplicial complexes in focus: a roadmap for future research in higher-order interactions
2026 Journal of Physics Complexity article Computer Science Topological and Geometric Data Analysis Open access

Aida Abiad, Alex Arenas, Agnes Backhausz, József Balogh, Christopher R. S. Banerji, Sergio Barbarossa, +28 more

2

citations
Tangles and Hierarchical Clustering
2024 SIAM Journal on Discrete Mathematics article Computer Science Topological and Geometric Data Analysis

Eva Fluck

1

citations
Homotopies in Multiway (Non-Deterministic) Rewriting Systems as $n$-Fold Categories
2021 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Xerxes D. Arsiwalla, Jonathan Gorard, Hatem Elshatlawy

0

citations
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?
2023 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, Toyotaro Suzumura, Manish Singh

0

citations
Learning From Simplicial Data Based on Random Walks and 1D Convolutions
2024 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Florian Frantzen, Michael T. Schaub

0

citations
Efficient Sparsification of Simplicial Complexes via Local Densities of States
2025 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Anton Savostianov, Michael T. Schaub, Nicola Guglielmi, Francesco Tudisco

0

citations
Topological Trajectory Classification and Landmark Inference on Simplicial Complexes
2024 conference-paper Computer Science Topological and Geometric Data Analysis Open access

Vincent P. Grande, Josef Hoppe, Florian Frantzen, Michael T. Schaub

0

citations
Faster Inference of Cell Complexes from Flows via Matrix Factorization
2025 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Til Spreuer, Josef Hoppe, Michael T. Schaub

0

citations
Faster Inference of Cell Complexes from Flows via Matrix Factorization
2025 European Signal Processing Conference (EUSIPCO) conference-paper Computer Science Topological and Geometric Data Analysis

Til Spreuer, Josef Hoppe, Michael T. Schaub

0

citations