sometimes spectral algorithms fail

[[concept]]

Takeaway

Even by doing spectral embedding or feature-aware spectral embeddings, since we have to fix $c$ and $\kappa$ (the number of eigenvectors we use) our spectral algorithms might fail. In practice, spectral algorithms fail above the information theoretic threshold (sometimes, significantly above that threshold!)

Mentions

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