Author

Jon M. Kleinberg

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Jul 2026

Learning Distributions from Multiple Data Providers

H hierarchical comparability is identified as a sufficient structural condition on $\mathscr S$ under which the optimal complexity is nearly linear, $\widetilde \Theta(n/\epsilon^2)$, with pairwise query families as a canonical example.

Jon M. Kleinberg, Amin Saberi, Xi-Zhi Tan et al. · arXiv.org · 1 citation · ⚡1