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| Pros/Cons Summary | |
|---|---|
| Sparse Diffusion Maps | Unweighted Landmark Isomap |
| Con: Only accurately reconstructs cubes | Pro: Can accurately reconstruct non-cubes |
| Con: Biased towards exterior points | Pro: Not biased towards exterior points |
| Pro: Is robust to problems that have high similarity between some far-away points. | Con: Is generally not robust to problems that have high similarity between some far-away points. |
