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Topological Data Analysis

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TitleStatusHype
Geometry of Data—0
GeoTop: Advancing Image Classification with Geometric-Topological Analysis—0
Lipschitz Bounds for Persistent Laplacian Eigenvalues under One-Simplex Insertions—0
Certifying Robustness via Topological Representations—0
Graph Based Analysis for Gene Segment Organization In a Scrambled Genome—0
Graph Laplacians, Riemannian Manifolds and their Machine-Learning—0
Graph Representation of the Magnetic Field Topology in High-Fidelity Plasma Simulations for Machine Learning Applications—0
Machine Composition of Korean Music via Topological Data Analysis and Artificial Neural Network—0
Do Neural Networks Trained with Topological Features Learn Different Internal Representations?—0
Chatter Classification in Turning Using Machine Learning and Topological Data Analysis—0
Higher-order topological kernels via quantum computation—0
Hilbert Sinkhorn Divergence for Optimal Transport—0
Holes in Latent Space: Topological Signatures Under Adversarial Influence—0
CINNAMON: A hybrid approach to change point detection and parameter estimation in single-particle tracking data—0
Homology Computation of Large Point Clouds using Quantum Annealing—0
How high is `high'? Rethinking the roles of dimensionality in topological data analysis and manifold learning—0
Identifying Extreme Events in the Stock Market: A Topological Data Analysis—0
Identifying Locally Turbulent Vortices within Instabilities—0
Image Classification using Combination of Topological Features and Neural Networks—0
Importance attribution in neural networks by means of persistence landscapes of time series—0
Improved Modeling of Persistence Diagram—0
Classification of Stochastic Processes with Topological Data Analysis—0
Algebraic and Geometric Models for Space Networking—0
Domain Adaptation by Topology Regularization—0
Topological Data Analysis of Task-Based fMRI Data from Experiments on Schizophrenia—0
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