Summary of Pullback Flow Matching on Data Manifolds, by Friso De Kruiff et al.
Pullback Flow Matching on Data Manifoldsby Friso de Kruiff, Erik Bekkers, Ozan Öktem, Carola-Bibiane Schönlieb,…
Summary of Recovering Manifold Structure Using Ollivier-ricci Curvature, by Tristan Luca Saidi et al.
Recovering Manifold Structure Using Ollivier-Ricci Curvatureby Tristan Luca Saidi, Abigail Hickok, Andrew J. BlumbergFirst submitted…
Summary of Self-supervised Graph Embedding Clustering, by Fangfang Li et al.
Self-Supervised Graph Embedding Clusteringby Fangfang Li, Quanxue Gao, Cheng Deng, Wei XiaFirst submitted to arxiv…
Summary of Isometric Immersion Learning with Riemannian Geometry, by Zihao Chen et al.
Isometric Immersion Learning with Riemannian Geometryby Zihao Chen, Wenyong Wang, Yu XiangFirst submitted to arxiv…
Summary of Robust Estimation Of the Intrinsic Dimension Of Data Sets with Quantum Cognition Machine Learning, by Luca Candelori et al.
Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learningby Luca…
Summary of Imputation Of Time-varying Edge Flows in Graphs by Multilinear Kernel Regression and Manifold Learning, By Duc Thien Nguyen et al.
Imputation of Time-varying Edge Flows in Graphs by Multilinear Kernel Regression and Manifold Learningby Duc…
Summary of Introduction to Machine Learning, by Laurent Younes
Introduction to Machine Learningby Laurent YounesFirst submitted to arxiv on: 4 Sep 2024CategoriesMain: Machine Learning…
Summary of Gnumap: a Parameter-free Approach to Unsupervised Dimensionality Reduction Via Graph Neural Networks, by Jihee You et al.
GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networksby Jihee You, So…
Summary of Isumap: Manifold Learning and Data Visualization Leveraging Vietoris-rips Filtrations, by Lukas Silvester Barth et al.
IsUMap: Manifold Learning and Data Visualization leveraging Vietoris-Rips filtrationsby Lukas Silvester Barth, Fatemeh, Fahimi, Parvaneh…
Summary of Inductive Global and Local Manifold Approximation and Projection, by Jungeum Kim and Xiao Wang
Inductive Global and Local Manifold Approximation and Projectionby Jungeum Kim, Xiao WangFirst submitted to arxiv…