Related projects - GeometryOfData/docs GitHub Wiki

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Table of Contents

Papers

Diffusion Maps Papers

Journal/conf Authors Title + link Description
Journal Coifman, Lafon (2006) Diffusion maps Diffusion maps framework
Dissertation Lafon (2006) Diffusion maps and geometric harmonics Diffusion maps framework

Matrices

Journal/conf Authors Title + link Description
Journal Gavish, Coifman (2012) Sampling, denoising and compression of matrices by coherent matrix organization the "questionnaire"
Journal Mishne, Talmon, Meir, Schiller, Lavzin, Dubi, Coifman (2016) Hierarchical Coupled-Geometry Analysis for Neuronal Structure and Activity Pattern Discovery 3D questionnaire

Alternating Diffusion and Common Variable Papers

Journal/conf Authors Title + link Description
Journal Lederman, Talmon (2015) Learning the geometry of common latent variables using alternating-diffusion Alternating diffusion framework

"Graduated" and external projects and code

Project name Updated Description
Alternating Diffusion 2015 Demo of alternating diffusion
Siamese Networks/ Common Variable 2016 Demo of common variable learning using deep Siamese networks
Bi-organization / Tri-organization 2014 / 2016 Python implementation of diffusion analysis of transposable arrays for 2D matrices and rank-3 tensors
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