general
critique
neutral
A prior work by Song, Ye, Yin and Zhang claiming to improve row count to O(ε^-2 d log^3 n) has a flawed proof that relies on an independence assumption that does not hold in general
A subsequent work of Song, Ye, Yin and Zhang claimed to improve the row count to $O(ε^{-2}d\log^3 n)$. Unfortunately, their proof relies on an independence assumption that does not hold in general, and we exhibit an explicit instance on which it fails.
Machine Learning (Statistics)29 Aug 2026