| A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis | Sep 1, 2021 | Efficient ExplorationTopological Data Analysis | CodeCode Available | 0 | 5 |
| Beyond VaR and CVaR: Topological Risk Measures in Financial Markets | Oct 23, 2023 | ManagementTime Series | CodeCode Available | 0 | 5 |
| A Persistent Weisfeiler–Lehman Procedure for Graph Classification | Jun 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures | Apr 20, 2019 | Graph ClassificationTopological Data Analysis | CodeCode Available | 0 | 5 |
| Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges | Feb 18, 2025 | Dimensionality ReductionEEG | CodeCode Available | 0 | 5 |
| Deep Learning with Topological Signatures | Jul 13, 2017 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| Barcodes as Summary of Loss Function Topology | Nov 29, 2019 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Detecting out-of-distribution text using topological features of transformer-based language models | Nov 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm | Aug 13, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 | 5 |
| Determining clinically relevant features in cytometry data using persistent homology | Mar 11, 2022 | Topological Data Analysis | CodeCode Available | 0 | 5 |
