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Topological Data Analysis

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TitleStatusHype
Certifying Robustness via Topological Representations—0
Is magnitude 'generically continuous' for finite metric spaces?—0
STITCH: Surface reconstrucTion using Implicit neural representations with Topology Constraints and persistent Homology—0
Towards structure-preserving quantum encodings—0
Big data approach to Kazhdan-Lusztig polynomials—0
Differentiable Topology Estimating from Curvatures for 3D Shapes—0
Preserving Information: How does Topological Data Analysis improve Neural Network performance?—0
TDAvec: Computing Vector Summaries of Persistence Diagrams for Topological Data Analysis in R and Python—0
Exploring applications of topological data analysis in stock index movement predictionCode0
Rapid response to fast viral evolution using AlphaFold 3-assisted topological deep learning—0
Visualizing Loss Functions as Topological Landscape Profiles—0
Evaluating Loss Landscapes from a Topology Perspective—0
Sleep Staging from Airflow Signals Using Fourier Approximations of Persistence CurvesCode0
Topological Approach for Data Assimilation—0
ClusterGraph: a new tool for visualization and compression of multidimensional dataCode0
Persistent Directed Flag Laplacian (PDFL)-Based Machine Learning for Protein-Ligand Binding Affinity PredictionCode0
Persistent Homology for MCI Classification: A Comparative Analysis between Graph and Vietoris-Rips Filtrations—0
Quantum computing and persistence in topological data analysis—0
Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric—0
TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment—0
Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder—0
TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis—0
Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation—0
Vulnerability Detection via Topological Analysis of Attention MapsCode0
TopER: Topological Embeddings in Graph Representation Learning—0
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