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Dimensionality Reduction via Distributed Persistence - DIPOLE
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- 1 Intro
- 2 Dimensionality Reduction
- 3 The DIPOLE Philosophy
- 4 Computational Concerns
- 5 Distributed Persistence Metrics
- 6 Properties of Distributed Persistence
- 7 Some Simple Cases
- 8 Invertibility
- 9 Lipschitz Inverse
- 10 Summary of Distributed Persistence
- 11 A Return to DIPOLE: Distributed Persistence Optimized Local Embeddings
- 12 Qualitative Results
- 13 Quantitative Results
