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20172021
most citedMean-field theory of two-layers neural networks: dimension-free bounds and kernel limit

91 citations · 179 across the 5 of their papers we have counts for

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math.OC2017★ 35 cited

Solving SDPs for synchronization and MaxCut problems via the Grothendieck inequality

Song Mei, Theodor Misiakiewicz, Andrea Montanari +1

A number of statistical estimation problems can be addressed by semidefinite programs (SDP). While SDPs are solvable in polynomial time using interior point methods, in practice ge…