| A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis | Sep 1, 2021 | Efficient ExplorationTopological Data Analysis | CodeCode Available | 0 |
| Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs | Aug 17, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| ChatGPT for Computational Topology | Oct 11, 2023 | Topological Data Analysis | CodeCode Available | 0 |
| Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? | Jan 30, 2023 | Knowledge Graph CompletionTopological Data Analysis | CodeCode Available | 0 |
| On the Limitations of Fractal Dimension as a Measure of Generalization | Jun 4, 2024 | Generalization BoundsLearning Theory | CodeCode Available | 0 |
| Predicting the generalization gap in neural networks using topological data analysis | Mar 23, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Zigzag persistence for coral reef resilience using a stochastic spatial model | Sep 19, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Can BERT eat RuCoLA? Topological Data Analysis to Explain | Apr 4, 2023 | CoLALinguistic Acceptability | CodeCode Available | 0 |
| Adversarially Robust Topological Inference | Jun 3, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Topological Descriptors for Parkinson's Disease Classification and Regression Analysis | Apr 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Euler Characteristic Curves and Profiles: a stable shape invariant for big data problems | Dec 3, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Beyond VaR and CVaR: Topological Risk Measures in Financial Markets | Oct 23, 2023 | ManagementTime Series | CodeCode Available | 0 |
| Optimal Transport for Measures with Noisy Tree Metric | Oct 20, 2023 | Document ClassificationTopological Data Analysis | CodeCode Available | 0 |
| Approximating Persistent Homology for Large Datasets | Apr 19, 2022 | Topological Data Analysisvalid | CodeCode Available | 0 |
| Towards Fast Graph Generation via Autoregressive Noisy Filtration Modeling | Feb 4, 2025 | Graph GenerationTopological Data Analysis | CodeCode Available | 0 |
| Topology of Learning in Artificial Neural Networks | Feb 21, 2019 | Topological Data Analysis | CodeCode Available | 0 |
| Approximating Continuous Functions on Persistence Diagrams Using Template Functions | Feb 19, 2019 | Time Series AnalysisTopological Data Analysis | CodeCode Available | 0 |
| Exploring applications of topological data analysis in stock index movement prediction | Nov 21, 2024 | ClassificationTopological Data Analysis | CodeCode Available | 0 |
| Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications | Jul 19, 2019 | graph constructionTopological Data Analysis | CodeCode Available | 0 |
| Persistence Bag-of-Words for Topological Data Analysis | Dec 21, 2018 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 0 |
| Resampling and averaging coordinates on data | Aug 2, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 |
| Topological Data Analysis in Time Series: Temporal Filtration and Application to Single-Cell Genomics | Apr 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Fast Topological Signal Identification and Persistent Cohomological Cycle Matching | Sep 30, 2022 | CPUTopological Data Analysis | CodeCode Available | 0 |
| Persistence B-Spline Grids: Stable Vector Representation of Persistence Diagrams Based on Data Fitting | Sep 17, 2019 | Topological Data Analysis | CodeCode Available | 0 |
| Vulnerability Detection via Topological Analysis of Attention Maps | Oct 4, 2024 | Topological Data AnalysisVulnerability Detection | CodeCode Available | 0 |
