The -partite planted clique conjecture
The -partite planted clique conjecture
Fix a constant . Let and be increasing sequences of positive integers such that and divides , and let
be a sequence of randomized polynomial-time algorithms. Under , is sampled from the null distribution, while under it is sampled from the -partite planted-clique distribution . -partite planted clique conjecture. If is an instance of , then
Thus no such sequence of algorithms distinguishes the planted and null distributions with asymptotic error sum below ; this is the formal hardness assumption used by the paper's reductions, and the source gives no resolution.
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Sources & referencesView supporting material
Primary source
Matthew Brennan and Guy Bresler, “Average-Case Lower Bounds for Learning Sparse Mixtures, Robust Estimation and Semirandom Adversaries”, arXiv:1908.06130 (2020).
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