Persistent Homology via Ellipsoids
Fuente:
arXiv
Saved in:
| Main Authors: | Canova, Niklas, Kališnik, Sara, Moser, Aaron, Rieck, Bastian, Žegarac, Ana |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Have Graph -- Will Lift? The Case for Higher-Order Benchmarks
by: Rieck, Bastian
Published: (2026)
by: Rieck, Bastian
Published: (2026)
On the Expressivity of Persistent Homology in Graph Learning
by: Ballester, Rubén, et al.
Published: (2023)
by: Ballester, Rubén, et al.
Published: (2023)
Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms
by: von Rohrscheidt, Julius, et al.
Published: (2024)
by: von Rohrscheidt, Julius, et al.
Published: (2024)
Mapping the Multiverse of Latent Representations
by: Wayland, Jeremy, et al.
Published: (2024)
by: Wayland, Jeremy, et al.
Published: (2024)
Simplicial Representation Learning with Neural $k$-Forms
by: Maggs, Kelly, et al.
Published: (2023)
by: Maggs, Kelly, et al.
Published: (2023)
Boosting Graph Pooling with Persistent Homology
by: Ying, Chaolong, et al.
Published: (2024)
by: Ying, Chaolong, et al.
Published: (2024)
Torsion in Persistent Homology and Neural Networks
by: Walch, Maria
Published: (2025)
by: Walch, Maria
Published: (2025)
Geometry-Aware Simplicial Message Passing
by: Wang, Elena Xinyi, et al.
Published: (2026)
by: Wang, Elena Xinyi, et al.
Published: (2026)
Stability for Inference with Persistent Homology Rank Functions
by: Wang, Qiquan, et al.
Published: (2023)
by: Wang, Qiquan, et al.
Published: (2023)
Molecular Machine Learning Using Euler Characteristic Transforms
by: Toscano-Duran, Victor, et al.
Published: (2025)
by: Toscano-Duran, Victor, et al.
Published: (2025)
Finding the Homology of Manifolds using Ellipsoids
by: Kalisnik, Sara, et al.
Published: (2020)
by: Kalisnik, Sara, et al.
Published: (2020)
Persistent Homology for High-dimensional Data Based on Spectral Methods
by: Damrich, Sebastian, et al.
Published: (2023)
by: Damrich, Sebastian, et al.
Published: (2023)
No Triangulation Without Representation: Generalization in Topological Deep Learning
by: Schmidt, Johannes S., et al.
Published: (2026)
by: Schmidt, Johannes S., et al.
Published: (2026)
Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs
by: Li, Hao, et al.
Published: (2024)
by: Li, Hao, et al.
Published: (2024)
Topology meets Machine Learning: An Introduction using the Euler Characteristic Transform
by: Rieck, Bastian
Published: (2024)
by: Rieck, Bastian
Published: (2024)
Persistent Homology as Stopping-Criterion for Voronoi Interpolation
by: Melodia, Luciano, et al.
Published: (2019)
by: Melodia, Luciano, et al.
Published: (2019)
MANTRA: The Manifold Triangulations Assemblage
by: Ballester, Rubén, et al.
Published: (2024)
by: Ballester, Rubén, et al.
Published: (2024)
Cosmology with Persistent Homology: Parameter Inference via Machine Learning
by: Calles, Juan, et al.
Published: (2024)
by: Calles, Juan, et al.
Published: (2024)
Mathematical Insights into Protein Architecture: Persistent Homology and Machine Learning Applied to the Flagellar Motor
by: Lamine, Zakaria, et al.
Published: (2025)
by: Lamine, Zakaria, et al.
Published: (2025)
Dynamical System Parameter Path Optimization using Persistent Homology
by: Chumley, Max M., et al.
Published: (2025)
by: Chumley, Max M., et al.
Published: (2025)
Non-isotropic Persistent Homology: Leveraging the Metric Dependency of PH
by: Grande, Vincent P., et al.
Published: (2023)
by: Grande, Vincent P., et al.
Published: (2023)
PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction
by: You, Junwon, et al.
Published: (2024)
by: You, Junwon, et al.
Published: (2024)
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures
by: Loiseaux, David, et al.
Published: (2023)
by: Loiseaux, David, et al.
Published: (2023)
Topological Detection of Hopf Bifurcations via Persistent Homology: A Functional Criterion from Time Series
by: Barrios, Jhonathan, et al.
Published: (2026)
by: Barrios, Jhonathan, et al.
Published: (2026)
Persistent Homology via Finite Topological Spaces
by: Kayacan, Selçuk
Published: (2025)
by: Kayacan, Selçuk
Published: (2025)
Persistent Homological State-Space Estimation of Functional Human Brain Networks at Rest
by: Chung, Moo K., et al.
Published: (2022)
by: Chung, Moo K., et al.
Published: (2022)
A Normalized Bottleneck Distance on Persistence Diagrams and Homology Preservation under Dimension Reduction
by: May, Nathan H., et al.
Published: (2023)
by: May, Nathan H., et al.
Published: (2023)
Persistence Spheres: Bi-continuous Representations of Persistence Diagrams
by: Pegoraro, Matteo
Published: (2025)
by: Pegoraro, Matteo
Published: (2025)
Convolutional Persistence Transforms
by: Solomon, Elchanan, et al.
Published: (2022)
by: Solomon, Elchanan, et al.
Published: (2022)
The magnitude vector of images
by: Adamer, Michael F., et al.
Published: (2021)
by: Adamer, Michael F., et al.
Published: (2021)
The Shape of Adversarial Influence: Characterizing LLM Latent Spaces with Persistent Homology
by: Fay, Aideen, et al.
Published: (2025)
by: Fay, Aideen, et al.
Published: (2025)
xPerT: Extended Persistence Transformer
by: Kim, Sehun
Published: (2024)
by: Kim, Sehun
Published: (2024)
Persistence kernels for classification: A comparative study
by: Bandiziol, Cinzia, et al.
Published: (2024)
by: Bandiziol, Cinzia, et al.
Published: (2024)
Contraction and Hourglass Persistence for Learning on Graphs, Simplices, and Cells
by: Ji, Mattie, et al.
Published: (2026)
by: Ji, Mattie, et al.
Published: (2026)
Fast Topological Signal Identification and Persistent Cohomological Cycle Matching
by: García-Redondo, Inés, et al.
Published: (2022)
by: García-Redondo, Inés, et al.
Published: (2022)
Galois Connections in Persistent Homology
by: Gulen, Aziz Burak, et al.
Published: (2022)
by: Gulen, Aziz Burak, et al.
Published: (2022)
Directed Homology and Persistence Modules
by: Goubault, Eric
Published: (2023)
by: Goubault, Eric
Published: (2023)
Quasi Zigzag Persistence: A Topological Framework for Analyzing Time-Varying Data
by: Dey, Tamal K., et al.
Published: (2025)
by: Dey, Tamal K., et al.
Published: (2025)
A Closed-Form Persistence-Landmark Pipeline for Certified Point-Cloud and Graph Classification
by: Majhi, Sushovan, et al.
Published: (2026)
by: Majhi, Sushovan, et al.
Published: (2026)
Topological Quality of Subsets via Persistence Matching Diagrams
by: Torras-Casas, Álvaro, et al.
Published: (2023)
by: Torras-Casas, Álvaro, et al.
Published: (2023)
Similar Items
-
Have Graph -- Will Lift? The Case for Higher-Order Benchmarks
by: Rieck, Bastian
Published: (2026) -
On the Expressivity of Persistent Homology in Graph Learning
by: Ballester, Rubén, et al.
Published: (2023) -
Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms
by: von Rohrscheidt, Julius, et al.
Published: (2024) -
Mapping the Multiverse of Latent Representations
by: Wayland, Jeremy, et al.
Published: (2024) -
Simplicial Representation Learning with Neural $k$-Forms
by: Maggs, Kelly, et al.
Published: (2023)