"topological data analysis" Papers
9 papers found
TopER: Topological Embeddings in Graph Representation Learning
Astrit Tola, Funmilola Mary Taiwo, Cuneyt Akcora et al.
NeurIPS 2025posterarXiv:2410.01778
Towards Scalable Topological Regularizers
Wong Hiu-Tung, Darrick Lee, Hong Yan
ICLR 2025posterarXiv:2501.14641
1
citations
A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams
Rolando Kindelan Nuñez, Mircea Petrache, Mauricio Cerda et al.
AAAI 2024paperarXiv:2402.14489
Deep Regression Representation Learning with Topology
Shihao Zhang, Kenji Kawaguchi, Angela Yao
ICML 2024poster
Differentiability and Optimization of Multiparameter Persistent Homology
Luis Scoccola, Siddharth Setlur, David Loiseaux et al.
ICML 2024poster
Differentiable Mapper for Topological Optimization of Data Representation
Ziyad Oulhaj, Mathieu Carrière, Bertrand Michel
ICML 2024poster
Generalized Sobolev Transport for Probability Measures on a Graph
Tam Le, Truyen Nguyen, Kenji Fukumizu
ICML 2024poster
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis
Dexu Kong, Anping Zhang, Yang Li
AAAI 2024paperarXiv:2401.03194
5
citations
Scalar Function Topology Divergence: Comparing Topology of 3D Objects
Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii et al.
ECCV 2024posterarXiv:2407.08364