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Topological Data Analysis

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TitleStatusHype
On the Limitations of Fractal Dimension as a Measure of GeneralizationCode0
Diffeomorphic interpolation for efficient persistence-based topological optimization—0
Topological Perspectives on Optimal Multimodal Embedding Spaces—0
Identifying Extreme Events in the Stock Market: A Topological Data Analysis—0
Topological Embedding of Human Brain Networks with Applications to Dynamics of Temporal Lobe EpilepsyCode1
PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction—0
Topological Feature Search Method for Multichannel EEG: Application in ADHD classification—0
Time topological analysis of EEG using signature theory—0
The Shape of Word Embeddings: Quantifying Non-Isometry With Topological Data AnalysisCode0
Learning Topological Representations for Deep Image Understanding—0
Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ—0
Linguistics from a topological viewpointCode0
Deep Mapper: Efficient Visualization of Plausible Conformational Pathways—0
Quantum Distance Approximation for Persistence Diagrams—0
Topological Analysis of Mouse Brain Vasculature via 3D Light-sheet Microscopy ImagesCode0
A Class of Topological Pseudodistances for Fast Comparison of Persistence DiagramsCode0
Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting—0
Differentiable Mapper For Topological Optimization Of Data RepresentationCode0
Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning—0
WGTDA: A Topological Perspective to Biomarker Discovery in Gene Expression Data—0
Novel definition and quantitative analysis of branch structure with topological data analysis—0
Generalized Sobolev Transport for Probability Measures on a GraphCode0
Sparse Portfolio Selection via Topological Data Analysis based Clustering—0
Topological Detection of Phenomenological Bifurcations with Unreliable Kernel Densities—0
EMP: Effective Multidimensional Persistence for Graph Representation Learning—0
PlasmoData.jl -- A Julia Framework for Modeling and Analyzing Complex Data as GraphsCode1
Mix-GENEO: A Flexible Filtration for Multiparameter Persistent Homology Detects Digital ImagesCode0
Explaining the Power of Topological Data Analysis in Graph Machine Learning—0
Learning Persistent Community Structures in Dynamic Networks via Topological Data AnalysisCode0
Hierarchical Clustering in ΛCDM Cosmologies via Persistence EnergyCode0
Train-Free Segmentation in MRI with Cubical Persistent HomologyCode0
Introduction of L0 norm and application of L1 and C1 norm in the study of time-series—0
Discrete transforms of quantized persistence diagramsCode0
Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey—0
Multiscale Topology in Interactomic Network: From Transcriptome to Antiaddiction Drug RepurposingCode0
Spectral Topological Data Analysis of Brain Signals—0
Detecting out-of-distribution text using topological features of transformer-based language modelsCode0
A Language and Its Dimensions: Intrinsic Dimensions of Language Fractal Structures—0
AI-generated text boundary detection with RoFTCode1
Image Classification using Combination of Topological Features and Neural Networks—0
Probing omics data via harmonic persistent homologyCode0
GeoTop: Advancing Image Classification with Geometric-Topological Analysis—0
Persistence diagrams as morphological signatures of cells: A method to measure and compare cells within a population—0
Non-isotropic Persistent Homology: Leveraging the Metric Dependency of PH—0
Beyond VaR and CVaR: Topological Risk Measures in Financial MarketsCode0
Optimal Transport for Measures with Noisy Tree MetricCode0
Notes on Applicability of Explainable AI Methods to Machine Learning Models Using Features Extracted by Persistent HomologyCode0
Topological Data Analysis in smart manufacturing: State of the art and futuredirections—0
ChatGPT for Computational TopologyCode0
Topological data analysis of human vowels: Persistent homologies across representation spaces—0
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