Copertina

On topological descriptors for graph products

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Ji, Mattie, Souza, Amauri H., Garg, Vikas
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Machine Learning Algebraic Topology
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Contraction and Hourglass Persistence for Learning on Graphs, Simplices, and Cells
di: Ji, Mattie, et al.
Pubblicazione: (2026)

On the Injectivity of Euler Integral Transforms with Hyperplanes and Quadric Hypersurfaces
di: Ji, Mattie
Pubblicazione: (2023)

Graph Persistence goes Spectral
di: Ji, Mattie, et al.
Pubblicazione: (2025)

Frequent subgraph-based persistent homology for graph classification
di: Chen, Xinyang, et al.
Pubblicazione: (2025)

Graphcode: Learning from multiparameter persistent homology using graph neural networks
di: Kerber, Michael, et al.
Pubblicazione: (2024)

A rank decomposition for the topological classification of neural representations
di: Beshkov, Kosio, et al.
Pubblicazione: (2024)

Detecting out-of-distribution text using topological features of transformer-based language models
di: Pollano, Andres, et al.
Pubblicazione: (2023)

On the stabilization of the topological complexity of graph braid groups
di: Knudsen, Ben
Pubblicazione: (2023)

Simplicial covering dimension of extremal concept classes
di: Blondal, Ari, et al.
Pubblicazione: (2025)

Quasi Zigzag Persistence: A Topological Framework for Analyzing Time-Varying Data
di: Dey, Tamal K., et al.
Pubblicazione: (2025)

Probabilistic Foundations of Fuzzy Simplicial Sets for Nonlinear Dimensionality Reduction
di: Keck, Janis, et al.
Pubblicazione: (2025)

Towards Scalable Topological Regularizers
di: Wong, Hiu-Tung, et al.
Pubblicazione: (2025)

Stability, Complexity and Data-Dependent Worst-Case Generalization Bounds
di: Tuci, Mario, et al.
Pubblicazione: (2025)

Torsion in Persistent Homology and Neural Networks
di: Walch, Maria
Pubblicazione: (2025)

Latent Space Topology Evolution in Multilayer Perceptrons
di: Paluzo-Hidalgo, Eduardo
Pubblicazione: (2025)

Persistence Spheres: Bi-continuous Representations of Persistence Diagrams
di: Pegoraro, Matteo
Pubblicazione: (2025)

HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell Data
di: Viswanath, Siddharth, et al.
Pubblicazione: (2025)

On the Sheafification of Higher-Order Message Passing
di: Hume, Jacob, et al.
Pubblicazione: (2025)

Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms
di: von Rohrscheidt, Julius, et al.
Pubblicazione: (2024)

Fast Topological Signal Identification and Persistent Cohomological Cycle Matching
di: García-Redondo, Inés, et al.
Pubblicazione: (2022)

Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs
di: Li, Hao, et al.
Pubblicazione: (2024)

MANTRA: The Manifold Triangulations Assemblage
di: Ballester, Rubén, et al.
Pubblicazione: (2024)

Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms
di: Andreeva, Rayna, et al.
Pubblicazione: (2024)

Stability for Inference with Persistent Homology Rank Functions
di: Wang, Qiquan, et al.
Pubblicazione: (2023)

Disentangling the Spectral Properties of the Hodge Laplacian: Not All Small Eigenvalues Are Equal
di: Grande, Vincent P., et al.
Pubblicazione: (2023)

Boosting Graph Pooling with Persistent Homology
di: Ying, Chaolong, et al.
Pubblicazione: (2024)

ToMAToMP: Robust and Multi-Parameter Topological Clustering
di: Andrianirina, Ludo, et al.
Pubblicazione: (2026)

Mapping the Multiverse of Latent Representations
di: Wayland, Jeremy, et al.
Pubblicazione: (2024)

Simplicial Representation Learning with Neural $k$-Forms
di: Maggs, Kelly, et al.
Pubblicazione: (2023)

Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
di: Eitan, Yam, et al.
Pubblicazione: (2024)

A Closed-Form Persistence-Landmark Pipeline for Certified Point-Cloud and Graph Classification
di: Majhi, Sushovan, et al.
Pubblicazione: (2026)

Persistent Homology for High-dimensional Data Based on Spectral Methods
di: Damrich, Sebastian, et al.
Pubblicazione: (2023)

Persistence kernels for classification: A comparative study
di: Bandiziol, Cinzia, et al.
Pubblicazione: (2024)

Topological Characterization of Churn Flow and Unsupervised Correction to the Wu Flow-Regime Map in Small-Diameter Vertical Pipes
di: Koenig, Brady, et al.
Pubblicazione: (2026)

Have Graph -- Will Lift? The Case for Higher-Order Benchmarks
di: Rieck, Bastian
Pubblicazione: (2026)

Persistent Homology via Ellipsoids
di: Canova, Niklas, et al.
Pubblicazione: (2024)

Interpretable Classification of Time Series Using Euler Characteristic Surfaces
di: Luwang, Salam Rabindrajit, et al.
Pubblicazione: (2026)

xPerT: Extended Persistence Transformer
di: Kim, Sehun
Pubblicazione: (2024)

No Triangulation Without Representation: Generalization in Topological Deep Learning
di: Schmidt, Johannes S., et al.
Pubblicazione: (2026)

Convolutional Persistence Transforms
di: Solomon, Elchanan, et al.
Pubblicazione: (2022)