Browse State-of-the-Art › Topological Data Analysis › Papers, page 3
Topological Data Analysis
Papers archive 2025-07-28
archive papers tagged: 498 · with a code link: 166 · where Syntology ran a sample: 29 (23 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (29 of 498 tagged: 23 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)
Page 3 of 5: papers 201 to 300 of 498, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Preserving Information: How does Topological Data Analysis improve Neural Network performance?27 Nov 2024 0 repositories listed
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TDAvec: Computing Vector Summaries of Persistence Diagrams for Topological Data Analysis in R and Python26 Nov 2024 0 repositories listed
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Rapid response to fast viral evolution using AlphaFold 3-assisted topological deep learning19 Nov 2024 0 repositories listed
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Visualizing Loss Functions as Topological Landscape Profiles19 Nov 2024 0 repositories listed
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Evaluating Loss Landscapes from a Topology Perspective14 Nov 2024 0 repositories listed
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Topological Approach for Data Assimilation12 Nov 2024 0 repositories listed
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Persistent Homology for MCI Classification: A Comparative Analysis between Graph and Vietoris-Rips Filtrations30 Oct 2024 0 repositories listed
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Quantum computing and persistence in topological data analysis28 Oct 2024 0 repositories listed
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Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric23 Oct 2024 0 repositories listed
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TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment23 Oct 2024 0 repositories listed
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Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder22 Oct 2024 0 repositories listed
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TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis13 Oct 2024 0 repositories listed
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Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation5 Oct 2024 0 repositories listed
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TopER: Topological Embeddings in Graph Representation Learning2 Oct 2024 0 repositories listed
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Persistent homology classifies parameter dependence of patterns in Turing systems30 Sep 2024 0 repositories listed
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Generating Topologically and Geometrically Diverse Manifold Data in Dimensions Four and Below20 Sep 2024 0 repositories listed
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Big data searching using words10 Sep 2024 0 repositories listed
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Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging31 Aug 2024 0 repositories listed
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Identifying Locally Turbulent Vortices within Instabilities21 Aug 2024 0 repositories listed
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Topological Representational Similarity Analysis in Brains and Beyond21 Aug 2024 0 repositories listed
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Persistent de Rham-Hodge Laplacians in Eulerian representation for manifold topological learning1 Aug 2024 0 repositories listed
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A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams31 Jul 2024 0 repositories listed
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Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity18 Jul 2024 0 repositories listed
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Methods for quantifying self-organization in biology: a forward-looking survey and tutorial15 Jul 2024 0 repositories listed
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Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms11 Jul 2024 0 repositories listed
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Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data7 Jul 2024 0 repositories listed
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Statistical investigations into the geometry and homology of random programs5 Jul 2024 0 repositories listed
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Towards Asimov's Psychohistory: Harnessing Topological Data Analysis, Artificial Intelligence and Social Media data to Forecast Societal Trends3 Jul 2024 0 repositories listed
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Testing Topological Data Analysis for Condition Monitoring of Wind Turbines24 Jun 2024 0 repositories listed
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LightGBM robust optimization algorithm based on topological data analysis19 Jun 2024 0 repositories listed
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Research on fusing topological data analysis with convolutional neural network19 Jun 2024 0 repositories listed
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A topological analysis of the space of recipes12 Jun 2024 0 repositories listed
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Topological Analysis for Detecting Anomalies (TADA) in Time Series10 Jun 2024 0 repositories listed
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Diffeomorphic interpolation for efficient persistence-based topological optimization29 May 2024 0 repositories listed
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Topological Perspectives on Optimal Multimodal Embedding Spaces29 May 2024 0 repositories listed
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Identifying Extreme Events in the Stock Market: A Topological Data Analysis25 May 2024 0 repositories listed
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PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction23 Apr 2024 0 repositories listed
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Topological Feature Search Method for Multichannel EEG: Application in ADHD classification10 Apr 2024 0 repositories listed
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Time topological analysis of EEG using signature theory6 Apr 2024 0 repositories listed
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Learning Topological Representations for Deep Image Understanding22 Mar 2024 0 repositories listed
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Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ18 Mar 2024 0 repositories listed
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Deep Mapper: Efficient Visualization of Plausible Conformational Pathways29 Feb 2024 0 repositories listed
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Quantum Distance Approximation for Persistence Diagrams27 Feb 2024 0 repositories listed
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Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting22 Feb 2024 0 repositories listed
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Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning17 Feb 2024 0 repositories listed
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WGTDA: A Topological Perspective to Biomarker Discovery in Gene Expression Data13 Feb 2024 0 repositories listed
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Novel definition and quantitative analysis of branch structure with topological data analysis12 Feb 2024 0 repositories listed
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Sparse Portfolio Selection via Topological Data Analysis based Clustering30 Jan 2024 0 repositories listed
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Topological Detection of Phenomenological Bifurcations with Unreliable Kernel Densities29 Jan 2024 0 repositories listed
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EMP: Effective Multidimensional Persistence for Graph Representation Learning24 Jan 2024 0 repositories listed
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Explaining the Power of Topological Data Analysis in Graph Machine Learning8 Jan 2024 0 repositories listed
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Introduction of L0 norm and application of L1 and C1 norm in the study of time-series30 Dec 2023 0 repositories listed
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Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey10 Dec 2023 0 repositories listed
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Spectral Topological Data Analysis of Brain Signals1 Dec 2023 0 repositories listed
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A Language and Its Dimensions: Intrinsic Dimensions of Language Fractal Structures16 Nov 2023 0 repositories listed
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Image Classification using Combination of Topological Features and Neural Networks10 Nov 2023 0 repositories listed
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GeoTop: Advancing Image Classification with Geometric-Topological Analysis8 Nov 2023 0 repositories listed
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Persistence diagrams as morphological signatures of cells: A method to measure and compare cells within a population31 Oct 2023 0 repositories listed
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Non-isotropic Persistent Homology: Leveraging the Metric Dependency of PH25 Oct 2023 0 repositories listed
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Topological Data Analysis in smart manufacturing: State of the art and futuredirections13 Oct 2023 0 repositories listed
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Topological data analysis of human vowels: Persistent homologies across representation spaces10 Oct 2023 0 repositories listed
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Pool-Based Active Learning with Proper Topological Regions2 Oct 2023 0 repositories listed
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Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data29 Sep 2023 0 repositories listed
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Topological Data Mapping of Online Hate Speech, Misinformation, and General Mental Health: A Large Language Model Based Study22 Sep 2023 0 repositories listed
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Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning7 Sep 2023 0 repositories listed
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Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices22 Aug 2023 0 repositories listed
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Multi-field Visualisation via Trait-induced Merge Trees17 Aug 2023 0 repositories listed
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Portfolio Selection via Topological Data Analysis15 Aug 2023 0 repositories listed
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Modified Topological Image Preprocessing for Skin Lesion Classifications13 Aug 2023 0 repositories listed
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Topological Estimation of Number of Sources in Linear Monocomponent Mixtures5 Aug 2023 0 repositories listed
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Artificial intelligence-aided protein engineering: from topological data analysis to deep protein language models27 Jul 2023 0 repositories listed
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Higher-order topological kernels via quantum computation14 Jul 2023 0 repositories listed
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Machine learning and Topological data analysis identify unique features of human papillae in 3D scans12 Jul 2023 0 repositories listed
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Graph Representation of the Magnetic Field Topology in High-Fidelity Plasma Simulations for Machine Learning Applications10 Jul 2023 0 repositories listed
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Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging30 Jun 2023 0 repositories listed
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Vector Summaries of Persistence Diagrams for Permutation-based Hypothesis Testing9 Jun 2023 0 repositories listed
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Deep neural networks architectures from the perspective of manifold learning6 Jun 2023 0 repositories listed
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Mathematics-assisted directed evolution and protein engineering6 Jun 2023 0 repositories listed
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Topological data analysis suggests human brain networks reconfiguration in the transition from a resting state to cognitive load21 May 2023 0 repositories listed
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Shape is (almost) all!: Persistent homology features (PHFs) are an information rich input for efficient molecular machine learning15 Apr 2023 0 repositories listed
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Why Topological Data Analysis Detects Financial Bubbles?14 Apr 2023 0 repositories listed
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Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction10 Apr 2023 0 repositories listed
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Topology-Guided Multi-Class Cell Context Generation for Digital Pathology5 Apr 2023 0 repositories listed
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Algebraic and Geometric Models for Space Networking3 Apr 2023 0 repositories listed
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Topological Point Cloud Clustering29 Mar 2023 0 repositories listed
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Seven open problems in applied combinatorics20 Mar 2023 0 repositories listed
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A topological classifier to characterize brain states: When shape matters more than variance7 Mar 2023 0 repositories listed
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Supervised topological data analysis for MALDI mass spectrometry imaging applications27 Feb 2023 0 repositories listed
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Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes9 Feb 2023 0 repositories listed
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Topological Deep Learning: A Review of an Emerging Paradigm8 Feb 2023 0 repositories listed
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Importance attribution in neural networks by means of persistence landscapes of time series6 Feb 2023 0 repositories listed
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Persistent Dirac for molecular representation5 Feb 2023 0 repositories listed
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Persistent topological Laplacian analysis of SARS-CoV-2 variants25 Jan 2023 0 repositories listed
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Topological Learning in Multi-Class Data Sets23 Jan 2023 0 repositories listed
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Using Topological Data Analysis to classify Encrypted Bits18 Jan 2023 0 repositories listed
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Persistence-based operators in machine learning28 Dec 2022 0 repositories listed
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Topological Data Analysis of Spatial Patterning in Heterogeneous Cell Populations: Clustering and Sorting with Varying Cell-Cell Adhesion28 Dec 2022 0 repositories listed
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Quantifying different modeling frameworks using topological data analysis: a case study with zebrafish patterns22 Dec 2022 0 repositories listed
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Detecting Temporal shape changes with the Euler Characteristic Transform21 Dec 2022 0 repositories listed
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Experimental Observations of the Topology of Convolutional Neural Network Activations1 Dec 2022 0 repositories listed