Problems / probability-statistics
probability-statistics / Gaussian geometry; partitions, kernel clustering
The Gaussian propeller conjecture
Theorem 1.1: for all d,k, every measurable partition of Rd satisfies ∑i∥∫Aixdγd∥2≤9/(8π), with equality for the propeller when d≥2, k≥3. The new step shows extremizers with five or more active cells cannot beat 9/(8π), using Ehrhard's inequality and residual-score estimates; four-cell configurations come from Heilman-Jagannath-Naor. Consequence stated: combined with the release's Unique Games theorem, NP-hardness of beating the factor (8π/9)(1−1/k) for identity-target kernel clustering, k≥3. Uniqueness of extremizers is not claimed.