| Analyzing Brain Tumor Connectomics using Graphs and Persistent Homology | Jul 25, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| A topological data analysis based classification method for multiple measurements | Apr 5, 2019 | Classificationfeature selection | CodeCode Available | 0 |
| CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique Graphs | Sep 12, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 0 |
| The Impact of Changes in Resolution on the Persistent Homology of Images | Nov 10, 2021 | Topological Data Analysis | CodeCode Available | 0 |
| Deep Learning with Topological Signatures | Jul 13, 2017 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Multiscale Topology Characterises Dynamic Tumour Vascular Networks | Aug 19, 2020 | Topological Data Analysis | CodeCode Available | 0 |
| Topological Quality of Subsets via Persistence Matching Diagrams | Jun 4, 2023 | Topological Data Analysis | CodeCode Available | 0 |
| Multiscale Topology in Interactomic Network: From Transcriptome to Antiaddiction Drug Repurposing | Dec 3, 2023 | Drug DiscoveryTopological Data Analysis | CodeCode Available | 0 |
| Detecting out-of-distribution text using topological features of transformer-based language models | Nov 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Acceptability Judgements via Examining the Topology of Attention Maps | May 19, 2022 | CoLALinguistic Acceptability | CodeCode Available | 0 |
| A Topological Approach for Semi-Supervised Learning | May 19, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Determining clinically relevant features in cytometry data using persistent homology | Mar 11, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Characterizing and Measuring the Similarity of Neural Networks with Persistent Homology | Jan 19, 2021 | Topological Data Analysis | CodeCode Available | 0 |
| Altered Topological Structure of the Brain White Matter in Maltreated Children through Topological Data Analysis | Apr 12, 2023 | Topological Data Analysis | CodeCode Available | 0 |
| Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology | Dec 23, 2018 | Topological Data Analysis | CodeCode Available | 0 |
| Differentiable Mapper For Topological Optimization Of Data Representation | Feb 20, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| A Riemannian Framework for Statistical Analysis of Topological Persistence Diagrams | May 28, 2016 | Topological Data Analysis | CodeCode Available | 0 |
| Differentially Private Topological Data Analysis | May 5, 2023 | SensitivityTopological Data Analysis | CodeCode Available | 0 |
| Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges | Feb 18, 2025 | Dimensionality ReductionEEG | CodeCode Available | 0 |
| Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph | Dec 20, 2019 | Topological Data Analysis | CodeCode Available | 0 |
| Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT | Nov 24, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures | Apr 20, 2019 | Graph ClassificationTopological Data Analysis | CodeCode Available | 0 |
| Notes on Applicability of Explainable AI Methods to Machine Learning Models Using Features Extracted by Persistent Homology | Oct 15, 2023 | Topological Data Analysis | CodeCode Available | 0 |
| The Shape of Word Embeddings: Quantifying Non-Isometry With Topological Data Analysis | Mar 30, 2024 | Topological Data AnalysisWord Embeddings | CodeCode Available | 0 |
| On the effectiveness of persistent homology | Jun 21, 2022 | Topological Data Analysis | CodeCode Available | 0 |
