| Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs | Aug 17, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| A Computational Topology-based Spatiotemporal Analysis Technique for Honeybee Aggregation | Jul 19, 2023 | Change Point DetectionDimensionality Reduction | CodeCode Available | 0 | 5 |
| Fixed and adaptive landmark sets for finite pseudometric spaces | Dec 19, 2022 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Exploring applications of topological data analysis in stock index movement prediction | Nov 21, 2024 | ClassificationTopological Data Analysis | CodeCode Available | 0 | 5 |
| Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features | Nov 30, 2019 | Feature EngineeringGesture Recognition | CodeCode Available | 0 | 5 |
| Flattening Multiparameter Hierarchical Clustering Functors | Apr 30, 2021 | BIG-bench Machine LearningClustering | CodeCode Available | 0 | 5 |
| GEFL: Extended Filtration Learning for Graph Classification | Jun 4, 2024 | ClassificationGraph Classification | CodeCode Available | 0 | 5 |
| Generalization Bounds with Data-dependent Fractal Dimensions | Feb 6, 2023 | Generalization BoundsLearning Theory | CodeCode Available | 0 | 5 |
| Characterizing and Measuring the Similarity of Neural Networks with Persistent Homology | Jan 19, 2021 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| G-Mapper: Learning a Cover in the Mapper Construction | Sep 12, 2023 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Harnessing the power of Topological Data Analysis to detect change points in time series | Oct 28, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 | 5 |
| A Topological Approach for Semi-Supervised Learning | May 19, 2022 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Differentiable Mapper For Topological Optimization Of Data Representation | Feb 20, 2024 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams | Feb 22, 2024 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Approximating Persistent Homology for Large Datasets | Apr 19, 2022 | Topological Data Analysisvalid | CodeCode Available | 0 | 5 |
| Determining clinically relevant features in cytometry data using persistent homology | Mar 11, 2022 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Differentially Private Topological Data Analysis | May 5, 2023 | SensitivityTopological Data Analysis | CodeCode Available | 0 | 5 |
| Acceptability Judgements via Examining the Topology of Attention Maps | May 19, 2022 | CoLALinguistic Acceptability | CodeCode Available | 0 | 5 |
| Approximating Continuous Functions on Persistence Diagrams Using Template Functions | Feb 19, 2019 | Time Series AnalysisTopological Data Analysis | CodeCode Available | 0 | 5 |
| Deep Learning with Topological Signatures | Jul 13, 2017 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis | Sep 1, 2021 | Efficient ExplorationTopological Data Analysis | 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 |
| Detecting out-of-distribution text using topological features of transformer-based language models | Nov 22, 2023 | Language ModelingLanguage Modelling | 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 |
