First efficient sum-of-squares algorithms recover exact and approximate overlapping planted cliques in dense random intersection graphs for k ≫ √(n log n), with robustness to noise, monotone adversaries, and optimal edge corruptions.
Finding hidden cliques of size n/e in nearly linear time.Foundations of Computational Mathematics, 15(4):1069–1128
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Robust Algorithms for Finding Cliques in Random Intersection Graphs via Sum-of-Squares
First efficient sum-of-squares algorithms recover exact and approximate overlapping planted cliques in dense random intersection graphs for k ≫ √(n log n), with robustness to noise, monotone adversaries, and optimal edge corruptions.