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Topological Data Analysis

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Showing 51–100 of 498 papers

TitleStatusHype
A Riemannian Framework for Statistical Analysis of Topological Persistence DiagramsCode0
A Computational Topology-based Spatiotemporal Analysis Technique for Honeybee AggregationCode0
Learning Persistent Community Structures in Dynamic Networks via Topological Data AnalysisCode0
Leveraging Topological Guidance for Improved Knowledge DistillationCode0
Inference of Ancestral Recombination Graphs through Topological Data AnalysisCode0
Steinhaus Filtration and Stable Paths in the MapperCode0
Mix-GENEO: A Flexible Filtration for Multiparameter Persistent Homology Detects Digital ImagesCode0
Mapper-type algorithms for complex data and relationsCode0
Mapper Comparison with Wasserstein MetricsCode0
On the effectiveness of persistent homologyCode0
Generalized Sobolev Transport for Probability Measures on a GraphCode0
A Topological Approach for Semi-Supervised LearningCode0
ChatGPT for Computational TopologyCode0
GEFL: Extended Filtration Learning for Graph ClassificationCode0
Flattening Multiparameter Hierarchical Clustering FunctorsCode0
Approximating Persistent Homology for Large DatasetsCode0
Finding the Homology of Decision Boundaries with Active LearningCode0
G-Mapper: Learning a Cover in the Mapper ConstructionCode0
Euler Characteristic Curves and Profiles: a stable shape invariant for big data problemsCode0
Can BERT eat RuCoLA? Topological Data Analysis to ExplainCode0
Approximating Continuous Functions on Persistence Diagrams Using Template FunctionsCode0
A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data AnalysisCode0
Beyond VaR and CVaR: Topological Risk Measures in Financial MarketsCode0
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological SignaturesCode0
Exploring applications of topological data analysis in stock index movement predictionCode0
GRIL: A 2-parameter Persistence Based Vectorization for Machine LearningCode0
Characterizing and Measuring the Similarity of Neural Networks with Persistent HomologyCode0
Barcodes as Summary of Loss Function TopologyCode0
Differentiable Mapper For Topological Optimization Of Data RepresentationCode0
A Persistent Weisfeiler–Lehman Procedure for Graph ClassificationCode0
AuToMATo: An Out-Of-The-Box Persistence-Based Clustering AlgorithmCode0
Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed GraphsCode0
Differentially Private Topological Data AnalysisCode0
Deep Learning with Topological SignaturesCode0
Acceptability Judgements via Examining the Topology of Attention MapsCode0
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?Code0
A novel approach to graph distinction through GENEOs and permutantsCode0
Fast Topological Signal Identification and Persistent Cohomological Cycle MatchingCode0
A Class of Topological Pseudodistances for Fast Comparison of Persistence DiagramsCode0
Fixed and adaptive landmark sets for finite pseudometric spacesCode0
Detecting out-of-distribution text using topological features of transformer-based language modelsCode0
Resampling and averaging coordinates on dataCode0
Generalization Bounds with Data-dependent Fractal DimensionsCode0
Generalized Penalty for Circular Coordinate RepresentationCode0
Hierarchical Clustering in ΛCDM Cosmologies via Persistence EnergyCode0
Homological Time Series Analysis of Sensor Signals from Power PlantsCode0
A fast topological approach for predicting anomalies in time-varying graphsCode0
Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted FeaturesCode0
Altered Topological Structure of the Brain White Matter in Maltreated Children through Topological Data AnalysisCode0
Determining clinically relevant features in cytometry data using persistent homologyCode0
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