Generalize the CC–χ1 lower bound to relate the number of leaves L(f) to χ1(f)
Develop an analogue of the inequality CC(f) ≥ ⌈log χ1(f)⌉ + 1 that directly lower-bounds L(f), the minimum number of leaves in a deterministic protocol tree for a Boolean function f, in terms of χ1(f), the 1-partition number. Such a bound should be strong enough to transfer known hardness-of-approximation results for χ1(f) to L(f), noting that the simple conjecture L(f) ≥ 2·χ1(f) is false.
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One would think that this would lead to a similar hardness-of-approximation for L(f), the smallest number of leaves in a protocol for f, but it is unclear how to generalize the crucial observation of §\ref{chi-to-D}.
— Communication Complexity is NP-hard
(2507.10426 - Hirahara et al., 14 Jul 2025) in Final remarks