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meeting_2022winter

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Table of Contents

2023 Winter Reading Group

Time: Friday 10am

Topic: manifold learning basics and applications

Schedule

Date Presenter Reading Slides/Notes
1.13 A1. Chapter 4.1-4.3
1.20 A1. Chapter 4.4-4.5
1.27. B1
2.3. B2
2.10 B3
2.17 .

Reading material

  1. “Manifold Learning”. Statistical Learning
and Pattern Analysis for Image and Video Processing, Chapter 4,Nanning Zheng and Jianru Xue (A1)
  2. Towards a Theoretical Foundation for Laplacian-Based Manifold Methods. (B1)
  3. Metric Learning on Manifolds (B2)
  4. Flows for simultaneous manifold learning and density estimation (B3)

Candidate readings - Grassmann manifold: Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning

meeting_2022winter.1673317823.txt.gz · Last modified: 2023/01/09 21:30 by yang