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Topological Data Analysis

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Showing 401–450 of 498 papers

TitleStatusHype
A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data AnalysisCode0
Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed GraphsCode0
ChatGPT for Computational TopologyCode0
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?Code0
On the Limitations of Fractal Dimension as a Measure of GeneralizationCode0
Predicting the generalization gap in neural networks using topological data analysisCode0
Zigzag persistence for coral reef resilience using a stochastic spatial modelCode0
Can BERT eat RuCoLA? Topological Data Analysis to ExplainCode0
Adversarially Robust Topological InferenceCode0
Topological Descriptors for Parkinson's Disease Classification and Regression AnalysisCode0
Euler Characteristic Curves and Profiles: a stable shape invariant for big data problemsCode0
Beyond VaR and CVaR: Topological Risk Measures in Financial MarketsCode0
Optimal Transport for Measures with Noisy Tree MetricCode0
Approximating Persistent Homology for Large DatasetsCode0
Towards Fast Graph Generation via Autoregressive Noisy Filtration ModelingCode0
Topology of Learning in Artificial Neural NetworksCode0
Approximating Continuous Functions on Persistence Diagrams Using Template FunctionsCode0
Exploring applications of topological data analysis in stock index movement predictionCode0
Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific ApplicationsCode0
Persistence Bag-of-Words for Topological Data AnalysisCode0
Resampling and averaging coordinates on dataCode0
Topological Data Analysis in Time Series: Temporal Filtration and Application to Single-Cell GenomicsCode0
Fast Topological Signal Identification and Persistent Cohomological Cycle MatchingCode0
Persistence B-Spline Grids: Stable Vector Representation of Persistence Diagrams Based on Data FittingCode0
Vulnerability Detection via Topological Analysis of Attention MapsCode0
Persistence Curves: A canonical framework for summarizing persistence diagramsCode0
Finding the Homology of Decision Boundaries with Active LearningCode0
Fixed and adaptive landmark sets for finite pseudometric spacesCode0
Flattening Multiparameter Hierarchical Clustering FunctorsCode0
TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing StylesCode0
Barcodes as Summary of Loss Function TopologyCode0
GEFL: Extended Filtration Learning for Graph ClassificationCode0
Generalization Bounds with Data-dependent Fractal DimensionsCode0
Generalized Penalty for Circular Coordinate RepresentationCode0
Topological filtering of a signal over a networkCode0
Generalized Sobolev Transport for Probability Measures on a GraphCode0
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content InsertionCode0
Persistence Image from 3D Medical Image: Superpixel and Optimized Gaussian CoefficientCode0
Persistence Images: A Stable Vector Representation of Persistent HomologyCode0
Unsupervised Sentence-embeddings by Manifold Approximation and ProjectionCode0
TopoAct: Visually Exploring the Shape of Activations in Deep LearningCode0
Persistent Directed Flag Laplacian (PDFL)-Based Machine Learning for Protein-Ligand Binding Affinity PredictionCode0
AuToMATo: An Out-Of-The-Box Persistence-Based Clustering AlgorithmCode0
G-Mapper: Learning a Cover in the Mapper ConstructionCode0
Sleep Staging from Airflow Signals Using Fourier Approximations of Persistence CurvesCode0
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor SegmentationCode0
Smart Vectorizations for Single and Multiparameter PersistenceCode0
GRIL: A 2-parameter Persistence Based Vectorization for Machine LearningCode0
Harnessing the power of Topological Data Analysis to detect change points in time seriesCode0
Hierarchical Clustering in ΛCDM Cosmologies via Persistence EnergyCode0
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