Sampling Constrained Continuous Probability Distributions: A Review
Preprint in arXiv (September 2022)
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Bayesian Statistical Shape Analysis on the Manifold of Diffeomorphisms
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Altmetric BadgeChapter 2 Sampling Constrained Probability Distributions Using Spherical Augmentation
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Altmetric BadgeChapter 3 Geometric Optimization in Machine Learning
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Altmetric BadgeChapter 4 Positive Definite Matrices: Data Representation and Applications to Computer Vision
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Altmetric BadgeChapter 5 From Covariance Matrices to Covariance Operators: Data Representation from Finite to Infinite-Dimensional Settings
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Altmetric BadgeChapter 6 Dictionary Learning on Grassmann Manifolds
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Altmetric BadgeChapter 7 Regression on Lie Groups and Its Application to Affine Motion Tracking
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Altmetric BadgeChapter 8 An Elastic Riemannian Framework for Shape Analysis of Curves and Tree-Like Structures